Title: | Satellite Derived Water Quality Detection Algorithms |
Version: | 1.0.0 |
Description: | The main purpose of waterquality is to quickly and easily convert satellite-based reflectance imagery into one or many well-known water quality algorithms designed for the detection of harmful algal blooms or the following pigment proxies: chlorophyll-a, blue-green algae (phycocyanin), and turbidity. Johansen et al. (2019) <doi:10.21079/11681/35053>. |
Depends: | R (≥ 3.4.0) |
License: | MIT + file LICENSE |
Encoding: | UTF-8 |
LazyData: | true |
Imports: | methods, terra, purrr, caret, magrittr, dplyr |
RoxygenNote: | 7.2.3 |
Suggests: | testthat, knitr, tibble, rmarkdown, covr, tmap, tmaptools, sf |
URL: | https://github.com/RAJohansen/waterquality |
BugReports: | https://github.com/RAJohansen/waterquality/issues |
VignetteBuilder: | knitr |
NeedsCompilation: | no |
Packaged: | 2023-08-07 18:51:48 UTC; RDEL1RAJ |
Author: | Richard Johansen |
Maintainer: | Richard Johansen <richard.a.johansen@erdc.dren.mil> |
Repository: | CRAN |
Date/Publication: | 2023-08-07 19:40:02 UTC |
waterquality: Satellite Derived Water Quality Detection Algorithms
Description
The main purpose of waterquality is to quickly and easily convert satellite-based reflectance imagery into one or many well-known water quality algorithms designed for the detection of harmful algal blooms or the following pigment proxies: chlorophyll-a, blue-green algae (phycocyanin), and turbidity. Johansen et al. (2019) doi:10.21079/11681/35053.
Author(s)
Maintainer: Richard Johansen richard.a.johansen@erdc.dren.mil (ORCID)
Authors:
Jakub Nowosad nowosad.jakub@gmail.com (ORCID)
Molly Reif Molly.K.Reif@usace.army.mil (ORCID)
Erich Emery Erich.B.Emery@usace.army.mil
Other contributors:
U.S. Army Corps of Engineers [funder]
See Also
Useful links:
Report bugs at https://github.com/RAJohansen/waterquality/issues
Pipe operator
Description
See magrittr::%>%
for details.
Usage
lhs %>% rhs
Al10SABI algorithm
Description
Applies the Al10SABI algorithm
Usage
Al10SABI(w857, w644, w458, w529)
Arguments
w857 |
numeric. Value at wavelength of 857 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
w529 |
numeric. Value at wavelength of 529 nm |
Value
SpatRaster or numeric
References
Alawadi, F. Detection of surface algal blooms using the newly developed algorithm surface algal bloom index (SABI). Proc. SPIE 2010, 7825.
See Also
Other algorithms:
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Am092Bsub algorithm
Description
Applies the Am092Bsub algorithm
Usage
Am092Bsub(w681, w665)
Arguments
w681 |
numeric. Value at wavelength of 681 nm |
w665 |
numeric. Value at wavelength of 665 nm |
Value
SpatRaster or numeric
References
Amin, R.; Zhou, J.; Gilerson, A.; Gross, B.; Moshary, F.; Ahmed, S. Novel optical techniques for detecting and classifying toxic dinoflagellate Karenia brevis blooms using satellite imagery. Opt. Express 2009, 17, 9126–9144.
See Also
Other algorithms:
Al10SABI()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Am09KBBI algorithm
Description
Applies the Am09KBBI algorithm
Usage
Am09KBBI(w686, w658)
Arguments
w686 |
numeric. Value at wavelength of 686 nm |
w658 |
numeric. Value at wavelength of 658 nm |
Value
SpatRaster or numeric
References
Amin, R.; Zhou, J.; Gilerson, A.; Gross, B.; Moshary, F.; Ahmed, S.; Novel optical techniques for detecting and classifying toxic dinoflagellate Karenia brevis blooms using satellite imagery, Optics Express, 2009, 17, 11, 1-13.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be162B643sub629 algorithm
Description
Applies the Be162B643sub629 algorithm
Usage
Be162B643sub629(w644, w629)
Arguments
w644 |
numeric. Value at wavelength of 644 nm |
w629 |
numeric. Value at wavelength of 729 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be162B700sub601 algorithm
Description
Applies the Be162B700sub601 algorithm
Usage
Be162B700sub601(w700, w601)
Arguments
w700 |
numeric. Value at wavelength of 700 nm |
w601 |
numeric. Value at wavelength of 601 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be162BsubPhy algorithm
Description
Applies the Be162BsubPhy algorithm
Usage
Be162BsubPhy(w715, w615)
Arguments
w715 |
numeric. Value at wavelength of 715 nm |
w615 |
numeric. Value at wavelength of 615 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHBlueRedNIR_LS8 algorithm
Description
Applies the Be16FLHBlueRedNIR_LS8 algorithm
Usage
Be16FLHBlueRedNIR_LS8(w658, w857, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHBlueRedNIR_MERIS algorithm
Description
Applies the Be16FLHBlueRedNIR_MERIS algorithm
Usage
Be16FLHBlueRedNIR_MERIS(w658, w857, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHBlueRedNIR_OLCI algorithm
Description
Applies the Be16FLHBlueRedNIR_OLCI algorithm
Usage
Be16FLHBlueRedNIR_OLCI(w658, w857, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHBlueRedNIR_S2 algorithm
Description
Applies the Be16FLHBlueRedNIR_S2 algorithm
Usage
Be16FLHBlueRedNIR_S2(w658, w857, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHBlueRedNIR_WV2 algorithm
Description
Applies the Be16FLHBlueRedNIR_WV2 algorithm
Usage
Be16FLHBlueRedNIR_WV2(w658, w857, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHGreenRedNIR_LS8 algorithm
Description
Applies the Be16FLHGreenRedNIR_LS8 algorithm
Usage
Be16FLHGreenRedNIR_LS8(w658, w857, w558)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHGreenRedNIR_MERIS algorithm
Description
Applies the Be16FLHGreenRedNIR_MERIS algorithm
Usage
Be16FLHGreenRedNIR_MERIS(w658, w857, w558)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHGreenRedNIR_OLCI algorithm
Description
Applies the Be16FLHGreenRedNIR_OLCI algorithm
Usage
Be16FLHGreenRedNIR_OLCI(w658, w857, w558)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHGreenRedNIR_S2 algorithm
Description
Applies the Be16FLHGreenRedNIR_S2 algorithm
Usage
Be16FLHGreenRedNIR_S2(w658, w857, w558)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHGreenRedNIR_WV2 algorithm
Description
Applies the Be16FLHGreenRedNIR_WV2 algorithm
Usage
Be16FLHGreenRedNIR_WV2(w658, w857, w558)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHVioletRedNIR_LS8 algorithm
Description
Applies the Be16FLHVioletRedNIR_LS8 algorithm
Usage
Be16FLHVioletRedNIR_LS8(w658, w857, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHVioletRedNIR_MERIS algorithm
Description
Applies the Be16FLHVioletRedNIR_MERIS algorithm
Usage
Be16FLHVioletRedNIR_MERIS(w658, w857, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHVioletRedNIR_OLCI algorithm
Description
Applies the Be16FLHVioletRedNIR_OLCI algorithm
Usage
Be16FLHVioletRedNIR_OLCI(w658, w857, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHVioletRedNIR_S2 algorithm
Description
Applies the Be16FLHVioletRedNIR_S2 algorithm
Usage
Be16FLHVioletRedNIR_S2(w658, w857, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHVioletRedNIR_WV2 algorithm
Description
Applies the Be16FLHVioletRedNIR_WV2 algorithm
Usage
Be16FLHVioletRedNIR_WV2(w658, w857, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHblue_LS8 algorithm
Description
Applies the Be16FLHblue_LS8 algorithm
Usage
Be16FLHblue_LS8(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHblue_MERIS algorithm
Description
Applies the Be16FLHblue_MERIS algorithm
Usage
Be16FLHblue_MERIS(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHblue_OLCI algorithm
Description
Applies the Be16FLHblue_OLCI algorithm
Usage
Be16FLHblue_OLCI(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHblue_S2 algorithm
Description
Applies the Be16FLHblue_S2 algorithm
Usage
Be16FLHblue_S2(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHblue_WV2 algorithm
Description
Applies the Be16FLHblue_WV2 algorithm
Usage
Be16FLHblue_WV2(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHviolet_LS8 algorithm
Description
Applies the Be16FLHviolet_LS8 algorithm
Usage
Be16FLHviolet_LS8(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHviolet_MERIS algorithm
Description
Applies the Be16FLHviolet_MERIS algorithm
Usage
Be16FLHviolet_MERIS(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHviolet_OLCI algorithm
Description
Applies the Be16FLHviolet_OLCI algorithm
Usage
Be16FLHviolet_OLCI(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHviolet_S2 algorithm
Description
Applies the Be16FLHviolet_S2 algorithm
Usage
Be16FLHviolet_S2(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16FLHviolet_WV2 algorithm
Description
Applies the Be16FLHviolet_WV2 algorithm
Usage
Be16FLHviolet_WV2(w529, w644, w458)
Arguments
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
Value
SpatRaster or numeric
References
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16NDPhyI algorithm
Description
Applies the Be16NDPhyI algorithm
Usage
Be16NDPhyI(w700, w622)
Arguments
w700 |
numeric. Value at wavelength of 700 nm |
w622 |
numeric. Value at wavelength of 622 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16NDPhyI644over615 algorithm
Description
Applies the Be16NDPhyI644over615 algorithm
Usage
Be16NDPhyI644over615(w644, w615)
Arguments
w644 |
numeric. Value at wavelength of 644 nm |
w615 |
numeric. Value at wavelength of 615 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16NDPhyI644over629 algorithm
Description
Applies the Be16NDPhyI644over629 algorithm
Usage
Be16NDPhyI644over629(w644, w629)
Arguments
w644 |
numeric. Value at wavelength of 644 nm |
w629 |
numeric. Value at wavelength of 629 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16NDTIblue algorithm
Description
Applies the Be16NDTIblue algorithm
Usage
Be16NDTIblue(w658, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16NDTIviolet algorithm
Description
Applies the Be16NDTIviolet algorithm
Usage
Be16NDTIviolet(w658, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Be16Phy2BDA644over629 algorithm
Description
Applies the Be16Phy2BDA644over629 algorithm
Usage
Be16Phy2BDA644over629(w644, w629)
Arguments
w644 |
numeric. Value at wavelength of 644 nm |
w629 |
numeric. Value at wavelength of 629 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Da052BDA algorithm
Description
Applies the Da052BDA algorithm
Usage
Da052BDA(w714, w672)
Arguments
w714 |
numeric. Value at wavelength of 714 nm |
w672 |
numeric. Value at wavelength of 672 nm |
Value
SpatRaster or numeric
References
Wynne, T. T., Stumpf, R. P., Tomlinson, M. C., Warner, R. A., Tester, P. A., Dyble, J.; Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lakes. Int. J. Remote Sens., 2008, 29, 3665–3672.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
De933BDA algorithm
Description
Applies the De933BDA algorithm
Usage
De933BDA(w600, w648, w625)
Arguments
w600 |
numeric. Value at wavelength of 600 nm |
w648 |
numeric. Value at wavelength of 648 nm |
w625 |
numeric. Value at wavelength of 625 nm |
Value
SpatRaster or numeric
References
Dekker, A.; Detection of the optical water quality parameters for eutrophic waters by high resolution remote sensing, Ph.D. thesis, 1993, Free University, Amsterdam.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Gi033BDA algorithm
Description
Applies the Gi033BDA algorithm
Usage
Gi033BDA(w672, w715, w757)
Arguments
w672 |
numeric. Value at wavelength of 672 nm |
w715 |
numeric. Value at wavelength of 715 nm |
w757 |
numeric. Value at wavelength of 757 nm |
Value
SpatRaster or numeric
References
Gitelson, A.A.; U. Gritz, and M. N. Merzlyak.; Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. J. Plant Phys. 2003, 160, 271-282.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Go04MCI algorithm
Description
Applies the Go04MCI algorithm
Usage
Go04MCI(w709, w681, w753)
Arguments
w709 |
numeric. Value at wavelength of 709 nm |
w681 |
numeric. Value at wavelength of 681 nm |
w753 |
numeric. Value at wavelength of 753 nm |
Value
SpatRaster or numeric
References
Gower, J.F.R.; Brown,L.; Borstad, G.A.; Observation of chlorophyll fluorescence in west coast waters of Canada using the MODIS satellite sensor. Can. J. Remote Sens., 2004, 30 (1), 17–25.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
HU103BDA algorithm
Description
Applies the HU103BDA algorithm
Usage
HU103BDA(w615, w600, w725)
Arguments
w615 |
numeric. Value at wavelength of 615 nm |
w600 |
numeric. Value at wavelength of 600 nm |
w725 |
numeric. Value at wavelength of 725 nm |
Value
SpatRaster or numeric
References
Hunter, P.D.; Tyler, A.N.; Willby, N.J.; Gilvear, D.J.; The spatial dynamics of vertical migration by Microcystis aeruginosa in a eutrophic shallow lake: A case study using high spatial resolution time-series airborne remote sensing. Limn. Oceanogr. 2008, 53, 2391-2406.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Kn07KIVU algorithm
Description
Applies the Kn07KIVU algorithm
Usage
Kn07KIVU(w458, w644, w529)
Arguments
w458 |
numeric. Value at wavelength of 458 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w529 |
numeric. Value at wavelength of 529 nm |
Value
SpatRaster or numeric
References
Kneubuhler, M.; Frank T.; Kellenberger, T.W; Pasche N.; Schmid M.; Mapping chlorophyll-a in Lake Kivu with remote sensing methods. 2007, Proceedings of the Envisat Symposium 2007, Montreux, Switzerland 23–27 April 2007 (ESA SP-636, July 2007).
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
MI092BDA algorithm
Description
Applies the MI092BDA algorithm
Usage
MI092BDA(w700, w600)
Arguments
w700 |
numeric. Value at wavelength of 700 nm |
w600 |
numeric. Value at wavelength of 600 nm |
Value
SpatRaster or numeric
References
Mishra, S.; Mishra, D.R.; Schluchter, W. M., A novel algorithm for predicting PC concentrations in cyanobacteria: A proximal hyperspectral remote sensing approach. Remote Sens., 2009, 1, 758–775.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
MM092BDA algorithm
Description
Applies the MM092BDA algorithm
Usage
MM092BDA(w724, w600)
Arguments
w724 |
numeric. Value at wavelength of 724 nm |
w600 |
numeric. Value at wavelength of 600 nm |
Value
SpatRaster or numeric
References
Mishra, S.; Mishra, D.R.; Schluchter, W. M., A novel algorithm for predicting PC concentrations in cyanobacteria: A proximal hyperspectral remote sensing approach. Remote Sens., 2009, 1, 758–775.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
MM12NDCI algorithm
Description
Applies the MM12NDCI algorithm
Usage
MM12NDCI(w715, w686)
Arguments
w715 |
numeric. Value at wavelength of 714 nm |
w686 |
numeric. Value at wavelength of 686 nm |
Value
SpatRaster or numeric
References
Mishra, S.; and Mishra, D.R. Normalized difference chlorophyll index: A novel model for remote estimation of chlorophyll-a concentration in turbid productive waters, Remote Sens. Environ., 2012, 117, 394-406.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
MM12NDCIalt algorithm
Description
Applies the MM12NDCIalt algorithm
Usage
MM12NDCIalt(w700, w658)
Arguments
w700 |
numeric. Value at wavelength of 700 nm |
w658 |
numeric. Value at wavelength of 658 nm |
Value
SpatRaster or numeric
References
Mishra, S.; Mishra, D.R.; A novel remote sensing algorithm to quantify phycocyanin in cyanobacterial algal blooms, Env. Res. Lett., 2014, 9 (11), DOI:10.1088/1748-9326/9/11/114003
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
MM143BDAopt algorithm
Description
Applies the MM143BDAopt algorithm
Usage
MM143BDAopt(w629, w659, w724)
Arguments
w629 |
numeric. Value at wavelength of 629 nm |
w659 |
numeric. Value at wavelength of 659 nm |
w724 |
numeric. Value at wavelength of 724 nm |
Value
SpatRaster or numeric
References
Mishra, S.; Mishra, D.R.; A novel remote sensing algorithm to quantify phycocyanin in cyanobacterial algal blooms, Env. Res. Lett., 2014, 9 (11), DOI:10.1088/1748-9326/9/11/114003
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
Create waterquality Map with sampling points and optional histogram
Description
This function wraps the tmap package to help users generate fast and simple data visualization of their WQ_calc raster output along with optional geospatial objects and histogram
Usage
Map_WQ_raster(
WQ_raster,
sample_points,
map_title,
raster_style = "quantile",
histogram = TRUE
)
Arguments
WQ_raster |
Raster file generated from |
sample_points |
geospatial file (.shp or .gpkg) containing sampling locations |
map_title |
text used to generate title of map |
raster_style |
method to process the color scale when col is a numeric variable. Please refer to the style argument in the ?tmap::tm_raster() function for more details (Default is "quantile"). |
histogram |
Option to add or remove a histogram of the data values. (Default is TRUE) |
Value
A data visualization of the results
SI052BDA algorithm
Description
Applies the SI052BDA algorithm
Usage
SI052BDA(w709, w620)
Arguments
w709 |
numeric. Value at wavelength of 709 nm |
w620 |
numeric. Value at wavelength of 620 nm |
Value
SpatRaster or numeric
References
Simis, S. G. H.; Peters, S.W. M.; Gons, H. J.; Remote sensing of the cyanobacteria pigment phycocyanin in turbid inland water. Limn. Oceanogr., 2005, 50, 237–245.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
SM122BDA algorithm
Description
Applies the SM122BDA algorithm
Usage
SM122BDA(w709, w600)
Arguments
w709 |
numeric. Value at wavelength of 709 nm |
w600 |
numeric. Value at wavelength of 600 nm |
Value
SpatRaster or numeric
References
Mishra, S. Remote sensing of cyanobacteria in turbid productive waters, PhD Dissertation. Mississippi State University, USA. 2012.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
SY002BDA algorithm
Description
Applies the SY002BDA algorithm
Usage
SY002BDA(w650, w625)
Arguments
w650 |
numeric. Value at wavelength of 650 nm |
w625 |
numeric. Value at wavelength of 625 nm |
Value
SpatRaster or numeric
References
Schalles, J.; Yacobi, Y. Remote detection and seasonal patterns of phycocyanin, carotenoid and chlorophyll-a pigments in eutrophic waters. Archiv fur Hydrobiologie, Special Issues Advances in Limnology, 2000, 55,153–168.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbBe16GreenPlusRedBothOverViolet algorithm
Description
Applies the TurbBe16GreenPlusRedBothOverViolet algorithm
Usage
TurbBe16GreenPlusRedBothOverViolet(w558, w658, w444)
Arguments
w558 |
numeric. Value at wavelength of 558 nm |
w658 |
numeric. Value at wavelength of 658 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbBe16RedOverViolet algorithm
Description
Applies the TurbBe16RedOverViolet algorithm
Usage
TurbBe16RedOverViolet(w658, w444)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w444 |
numeric. Value at wavelength of 444 nm |
Value
SpatRaster or numeric
References
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbBow06RedOverGreen algorithm
Description
Applies the TurbBow06RedOverGreen algorithm
Usage
TurbBow06RedOverGreen(w658, w558)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Bowers, D. G., and C. E. Binding. 2006. The Optical Properties of Mineral Suspended Particles: A Review and Synthesis.” Estuarine Coastal and Shelf Science 67 (1–2): 219–230. doi:10.1016/j.ecss.2005.11.010.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbChip09NIROverGreen algorithm
Description
Applies the TurbChip09NIROverGreen algorithm
Usage
TurbChip09NIROverGreen(w857, w558)
Arguments
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
Value
SpatRaster or numeric
References
Chipman, J. W.; Olmanson, L.G.; Gitelson, A.A.; Remote sensing methods for lake management: A guide for resource managers and decision-makers. 2009, Developed by the North American Lake Management Society in collaboration with Dartmouth College, University of Minnesota, and University of Nebraska for the United States Environmental Protection Agency.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbDox02NIRoverRed algorithm
Description
Applies the TurbDox02NIRoverRed algorithm
Usage
TurbDox02NIRoverRed(w857, w658)
Arguments
w857 |
numeric. Value at wavelength of 857 nm |
w658 |
numeric. Value at wavelength of 658 nm |
Value
SpatRaster or numeric
References
Doxaran, D., Froidefond, J.-M.; Castaing, P. ; A reflectance band ratio used to estimate suspended matter concentrations in sediment-dominated coastal waters, Remote Sens., 2002, 23, 5079-5085.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbFrohn09GreenPlusRedBothOverBlue algorithm
Description
Applies the TurbFrohn09GreenPlusRedBothOverBlue algorithm
Usage
TurbFrohn09GreenPlusRedBothOverBlue(w558, w658, w458)
Arguments
w558 |
numeric. Value at wavelength of 558 nm |
w658 |
numeric. Value at wavelength of 658 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Frohn, R. C., & Autrey, B. C. (2009). Water quality assessment in the Ohio River using new indices for turbidity and chlorophyll-a with Landsat-7 Imagery. Draft Internal Report, U.S. Environmental Protection Agency.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbHarr92NIR algorithm
Description
Applies the TurbHarr92NIR algorithm
Usage
TurbHarr92NIR(w857)
Arguments
w857 |
numeric. Value at wavelength of 857 nm |
Value
SpatRaster or numeric
References
Schiebe F.R., Harrington J.A., Ritchie J.C. Remote-Sensing of Suspended Sediments—the Lake Chicot, Arkansas Project. Int. J. Remote Sens. 1992;13:1487–1509.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
,
Wy08CI()
TurbLath91RedOverBlue algorithm
Description
Applies the TurbLath91RedOverBlue algorithm
Usage
TurbLath91RedOverBlue(w658, w458)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
w458 |
numeric. Value at wavelength of 458 nm |
Value
SpatRaster or numeric
References
Lathrop, R. G., Jr., T. M. Lillesand, and B. S. Yandell, 1991. Testing the utility of simple multi-date Thematic Mapper calibration algorithms for monitoring turbid inland waters. International Journal of Remote Sensing
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbMoore80Red()
,
Wy08CI()
TurbMoore80Red algorithm
Description
Applies the TurbMoore80Red algorithm
Usage
TurbMoore80Red(w658)
Arguments
w658 |
numeric. Value at wavelength of 658 nm |
Value
SpatRaster or numeric
References
Moore, G.K., Satellite remote sensing of water turbidity, Hydrological Sciences, 1980, 25, 4, 407-422.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
Wy08CI()
Wy08CI algorithm
Description
Applies the Wy08CI algorithm
Usage
Wy08CI(w681, w665, w709)
Arguments
w681 |
numeric. Value at wavelength of 681 nm |
w665 |
numeric. Value at wavelength of 665 nm |
w709 |
numeric. Value at wavelength of 709 nm |
Value
SpatRaster or numeric
References
Wynne, T. T., Stumpf, R. P., Tomlinson, M. C., Warner, R. A., Tester, P. A., Dyble, J.; Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lakes. Int. J. Remote Sens., 2008, 29, 3665–3672.
See Also
Other algorithms:
Al10SABI()
,
Am092Bsub()
,
Am09KBBI()
,
Be162B643sub629()
,
Be162B700sub601()
,
Be162BsubPhy()
,
Be16FLHBlueRedNIR_LS8()
,
Be16FLHBlueRedNIR_MERIS()
,
Be16FLHBlueRedNIR_OLCI()
,
Be16FLHBlueRedNIR_S2()
,
Be16FLHBlueRedNIR_WV2()
,
Be16FLHGreenRedNIR_LS8()
,
Be16FLHGreenRedNIR_MERIS()
,
Be16FLHGreenRedNIR_OLCI()
,
Be16FLHGreenRedNIR_S2()
,
Be16FLHGreenRedNIR_WV2()
,
Be16FLHVioletRedNIR_LS8()
,
Be16FLHVioletRedNIR_MERIS()
,
Be16FLHVioletRedNIR_OLCI()
,
Be16FLHVioletRedNIR_S2()
,
Be16FLHVioletRedNIR_WV2()
,
Be16FLHblue_LS8()
,
Be16FLHblue_MERIS()
,
Be16FLHblue_OLCI()
,
Be16FLHblue_S2()
,
Be16FLHblue_WV2()
,
Be16FLHviolet_LS8()
,
Be16FLHviolet_MERIS()
,
Be16FLHviolet_OLCI()
,
Be16FLHviolet_S2()
,
Be16FLHviolet_WV2()
,
Be16NDPhyI644over615()
,
Be16NDPhyI644over629()
,
Be16NDPhyI()
,
Be16NDTIblue()
,
Be16NDTIviolet()
,
Be16Phy2BDA644over629()
,
Da052BDA()
,
De933BDA()
,
Gi033BDA()
,
Go04MCI()
,
HU103BDA()
,
Kn07KIVU()
,
MI092BDA()
,
MM092BDA()
,
MM12NDCIalt()
,
MM12NDCI()
,
MM143BDAopt()
,
SI052BDA()
,
SM122BDA()
,
SY002BDA()
,
TurbBe16GreenPlusRedBothOverViolet()
,
TurbBe16RedOverViolet()
,
TurbBow06RedOverGreen()
,
TurbChip09NIROverGreen()
,
TurbDox02NIRoverRed()
,
TurbFrohn09GreenPlusRedBothOverBlue()
,
TurbHarr92NIR()
,
TurbLath91RedOverBlue()
,
TurbMoore80Red()
Run linear model (lm)
Description
The function runs a linear model on a single water quality parameter and a water quality algorithm and returns a data frame containing the following: r^2, p-value, slope, and intercept of the model
Usage
extract_lm(parameter, algorithm, df)
Arguments
parameter |
A string specifying water quality parameter |
algorithm |
A string specifying water quality algorithm |
df |
data frame containing the values for parameter and algorithm arguments |
Value
A data frame of the model results
References
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
See Also
Other extract_lm:
extract_lm_cv_all()
,
extract_lm_cv_multi()
,
extract_lm_cv()
Run linear model with crossvalidation
Description
The function runs a linear model on a single water quality parameter and a water quality algorithm and conducts a k-folds cross validation, which returns a data frame containing the following: The r^2, p-value, slope, intercept of the global lm model & average r^2, average RMSE, average MAE from the crossvalidated model
Usage
extract_lm_cv(
parameter,
algorithm,
df,
train_method = "lm",
control_method = "repeatedcv",
folds = 3,
nrepeats = 5
)
Arguments
parameter |
water quality parameter |
algorithm |
water quality algorithm |
df |
data frame containing the values for parameter and algorithm arguments |
train_method |
A string specifying which classification or regression model to use (Default = "lm"). See ?caret::train for more details |
control_method |
A string specifying the resampling method (Default = "repeatedcv"). See ?caret::trainControl for more details |
folds |
the number of folds to be used in the cross validation model |
nrepeats |
the number of iterations to be used in the cross validation model |
Value
A data frame of the model results
References
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan and Tyler Hunt. (2018). caret: Classification and Regression Training. R package version 6.0-81. https://CRAN.R-project.org/package=caret
See Also
Other extract_lm:
extract_lm_cv_all()
,
extract_lm_cv_multi()
,
extract_lm()
Run linear model with crossvalidation over multiple dependent and all numeric independent variables in a data frame
Description
The function runs a linear model on a list of x and list of y variables and conducts a k-folds cross validation, which returns a data frame containing the following: The r^2, p-value, slope, intercept of the global lm model & average r^2, average RMSE, average MAE from the crossvalidated model
Usage
extract_lm_cv_all(
parameters,
df,
train_method = "lm",
control_method = "repeatedcv",
folds = 3,
nrepeats = 5
)
Arguments
parameters |
the list of dependent variables to be evaluated |
df |
data frame containing the values for parameter and algorithm arguments |
train_method |
A string specifying which classification or regression model to use (Default = "lm"). See ?caret::train for more details |
control_method |
A string specifying the resampling method (Default = "repeatedcv"). See ?caret::trainControl for more details |
folds |
the number of folds to be used in the cross validation model |
nrepeats |
the number of iterations to be used in the cross validation model |
Value
A data frame of the model results
References
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan and Tyler Hunt. (2018). caret: Classification and Regression Training. R package version 6.0-81. https://CRAN.R-project.org/package=caret
See Also
Other extract_lm:
extract_lm_cv_multi()
,
extract_lm_cv()
,
extract_lm()
Run linear model with crossvalidation over multiple independent and dependent variables
Description
The function runs a linear model on a list of x and list of y variables and conducts a k-folds cross validation, which returns a data frame containing the following: The r^2, p-value, slope, intercept of the global lm model & average r^2, average RMSE, average MAE from the crossvalidated model
Usage
extract_lm_cv_multi(
parameters,
algorithms,
df,
train_method = "lm",
control_method = "repeatedcv",
folds = 3,
nrepeats = 5
)
Arguments
parameters |
the list of a water quality parameters to be evaluated |
algorithms |
the list of water quality algorithms to be evaluated |
df |
data frame containing the values for parameters and algorithms arguments |
train_method |
A string specifying which classification or regression model to use (Default = "lm"). See ?caret::train for more details |
control_method |
A string specifying the resampling method (Default = "repeatedcv"). See ?caret::trainControl for more details |
folds |
the number of folds to be used in the cross validation model |
nrepeats |
the number of iterations to be used in the cross validation model |
Value
A data frame of the model results
References
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan and Tyler Hunt. (2018). caret: Classification and Regression Training. R package version 6.0-81. https://CRAN.R-project.org/package=caret
See Also
Other extract_lm:
extract_lm_cv_all()
,
extract_lm_cv()
,
extract_lm()
wq_algorithms database
Description
A dataset containing the information about the water quality algorithms
Usage
wq_algorithms
Format
A tibble with 91 rows and 4 variables:
name: algorithm name
funs: algorithm function
satellite: satellite/instrument name ("worldview2", "sentinel2", "landsat8", "modis", or "meris")
bands: list of the bands used from the given satellite/instrument
Water quality calculation
Description
Calculates a set of water quality indices
Usage
wq_calc(terraRast, alg = "all", sat, ...)
Arguments
terraRast |
Terra SpatRaster containing a satellite data |
alg |
Name (e.g. |
sat |
Name of the satellite or instrument ("worldview2", "sentinel2", "landsat8", "modis", "meris", or "OLCI") |
... |
Other arguments passed on to |
Value
SpatRaster
Examples
library(terra)
# sentinel2 example
s2 = terra::rast(system.file("raster/S2_Harsha.tif", package = "waterquality"))
s2_Al10SABI = wq_calc(s2, alg = "Al10SABI", sat = "sentinel2")
s2_two_alg = wq_calc(s2, alg = c("TurbChip09NIROverGreen", "Am092Bsub"), sat = "sentinel2")
## Not run: (
s2_wq = wq_calc(s2, alg = "all", sat = "sentinel2")
# landsat8 example
l8 = terra::rast(system.file("raster/L8_Taylorsville.tif", package = "waterquality"))
l8_wq = wq_calc(s2, alg = "all", sat = "landsat8")
)
## End(Not run)