118
Feilhauer H, Asner GP, Martin RE, Schmidtlein S (2010) Brightness-normalized partial least
squares regression for hyperspectral data. J Quant Spectrosc Radiat Transf 111:1947–1957.
https://doi.org/10.1016/j.jqsrt.2010.03.007
Feilhauer H, Asner GP, Martin RE (2015) Multi-method ensemble selection of spectral bands
related to leaf biochemistry. Remote Sens Environ 164:57–65. https://doi.org/10.1016/j.
rse.2015.03.033
Féret JB, Asner GP (2013) Tree species discrimination in tropical forests using airborne imaging
spectroscopy. IEEE Trans Geosci Remote Sens 51:73–84
Feret J-B, Asner GP (2014) Microtopographic controls on lowland Amazonian canopy diversity
from imaging spectroscopy. Ecol Appl 24:1297–1310
Féret J-B, Asner GP (2014) Mapping tropical forest canopy diversity using high-fidelity imaging
spectroscopy. Ecol Appl 24:1289–1296. https://doi.org/10.1890/13-1824.1
Féret J-B, François C, Gitelson A, Asner GP, Barry KM, Panigada C, Richardson AD, Jacquemoud
S (2011) Optimizing spectral indices and chemometric analysis of leaf chemical properties using radiative transfer modeling. Remote Sens Environ 115:2742–2750. https://doi.
org/10.1016/j.rse.2011.06.016
Féret J-B, Gitelson AA, Noble SD, Jacquemoud S (2017) PROSPECT-D: towards modeling leaf
optical properties through a complete lifecycle. Remote Sens Environ 193:204–215. https://
doi.org/10.1016/J.RSE.2017.03.004
Graves S, Asner G, Martin R, Anderson C, Colgan M, Kalantari L, Bohlman S (2016) Tree species abundance predictions in a tropical agricultural landscape with a supervised classification
model and imbalanced data. Remote Sens 8:161. https://doi.org/10.3390/rs8020161
Higgins MA, Asner GP, Martin RE, Knapp DE, Anderson C, Kennedy-Bowdoin T, Saenz R,
Aguilar A, Joseph Wright S (2014) Linking imaging spectroscopy and LiDAR with floristic
composition and forest structure in Panama. Remote Sens Environ 154:358–367. https://doi.
org/10.1016/j.rse.2013.09.032
Hubbell SP, He F, Condit R, Borda-de-Água L, Kellner J, ter Steege H (2008) How many tree
species are there in the Amazon and how many of them will go extinct? Proc Natl Acad Sci
105:11498–11504
Jacquemoud S, Ustin SL (2001) Leaf Optical properties: a state of the art. In: 8th International
Symposium on Physical Measurements & Signatures inRemote Sensing, Aussois, France,
pp 223–232
Jacquemoud S, Verhoef W, Baret F, Bacour C, Zarco-Tejada PJ, Asner GP, Francois C, Ustin SL
(2009) PROSPECT plus SAIL models: a review of use for vegetation characterization. Remote
Sens Environ 113:S56–S66. https://doi.org/10.1016/j.rse.2008.01.026
Jetz W, Cavender-Bares J, Pavlick R, Schimel D, Davis FW, Asner GP, Guralnick R, Kattge J,
Latimer AM, Moorcroft P, Schaepman ME, Schildhauer MP, Schneider FD, Schrodt F, Stahl U,
Ustin SL (2016) Monitoring plant functional diversity from space. Nat Plants 2:16024. https://
doi.org/10.1038/nplants.2016.24
Kampe TU, Johnson BR, Kuester M, McCorkel J (2011) Airborne remote sensing instrumentation
for NEON: status and development. 2011 Aerospace conference
Kokaly RF, Asner GP, Ollinger SV, Martin ME, Wessman CA (2009) Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sens
Environ 113:S78–S91. https://doi.org/10.1016/j.rse.2008.10.018
Kress WJ, Erickson DL, Jones A, Swenson NG, Perez R, Sanjur O, Bermingham E (2009) Plant
DNA barcodes and a community phylogeny of a tropical forest dynamics plot in Panama. Proc
Natl Acad Sci 106:18621. https://doi.org/10.1073/pnas.0909820106
Martin RE, Asner GP, Sack L (2007) Genetic variation in leaf pigment, optical and photosynthetic
function among diverse phenotypes of Metrosideros polymorpha grown in a common garden.
Oecologia 151:387–400. https://doi.org/10.1007/s00442-006-0604-z
Martin RE, Chadwick K, Brodrick PG, Carranza-Jimenez L, Vaughn NR, Asner GP, Dana
Chadwick K, Brodrick PG, Carranza-Jimenez L, Vaughn NR, Asner GP (2018) An approach
for foliar trait retrieval from airborne imaging spectroscopy of tropical forests. Remote Sens
10:199. https://doi.org/10.3390/rs10020199
R. E. Martin
Feilhauer H, Asner GP, Martin RE, Schmidtlein S (2010) Brightness-normalized partial least
squares regression for hyperspectral data. J Quant Spectrosc Radiat Transf 111:1947–1957.
https://doi.org/10.1016/j.jqsrt.2010.03.007
Feilhauer H, Asner GP, Martin RE (2015) Multi-method ensemble selection of spectral bands
related to leaf biochemistry. Remote Sens Environ 164:57–65. https://doi.org/10.1016/j.
rse.2015.03.033
Féret JB, Asner GP (2013) Tree species discrimination in tropical forests using airborne imaging
spectroscopy. IEEE Trans Geosci Remote Sens 51:73–84
Feret J-B, Asner GP (2014) Microtopographic controls on lowland Amazonian canopy diversity
from imaging spectroscopy. Ecol Appl 24:1297–1310
Féret J-B, Asner GP (2014) Mapping tropical forest canopy diversity using high-fidelity imaging
spectroscopy. Ecol Appl 24:1289–1296. https://doi.org/10.1890/13-1824.1
Féret J-B, François C, Gitelson A, Asner GP, Barry KM, Panigada C, Richardson AD, Jacquemoud
S (2011) Optimizing spectral indices and chemometric analysis of leaf chemical properties using radiative transfer modeling. Remote Sens Environ 115:2742–2750. https://doi.
org/10.1016/j.rse.2011.06.016
Féret J-B, Gitelson AA, Noble SD, Jacquemoud S (2017) PROSPECT-D: towards modeling leaf
optical properties through a complete lifecycle. Remote Sens Environ 193:204–215. https://
doi.org/10.1016/J.RSE.2017.03.004
Graves S, Asner G, Martin R, Anderson C, Colgan M, Kalantari L, Bohlman S (2016) Tree species abundance predictions in a tropical agricultural landscape with a supervised classification
model and imbalanced data. Remote Sens 8:161. https://doi.org/10.3390/rs8020161
Higgins MA, Asner GP, Martin RE, Knapp DE, Anderson C, Kennedy-Bowdoin T, Saenz R,
Aguilar A, Joseph Wright S (2014) Linking imaging spectroscopy and LiDAR with floristic
composition and forest structure in Panama. Remote Sens Environ 154:358–367. https://doi.
org/10.1016/j.rse.2013.09.032
Hubbell SP, He F, Condit R, Borda-de-Água L, Kellner J, ter Steege H (2008) How many tree
species are there in the Amazon and how many of them will go extinct? Proc Natl Acad Sci
105:11498–11504
Jacquemoud S, Ustin SL (2001) Leaf Optical properties: a state of the art. In: 8th International
Symposium on Physical Measurements & Signatures inRemote Sensing, Aussois, France,
pp 223–232
Jacquemoud S, Verhoef W, Baret F, Bacour C, Zarco-Tejada PJ, Asner GP, Francois C, Ustin SL
(2009) PROSPECT plus SAIL models: a review of use for vegetation characterization. Remote
Sens Environ 113:S56–S66. https://doi.org/10.1016/j.rse.2008.01.026
Jetz W, Cavender-Bares J, Pavlick R, Schimel D, Davis FW, Asner GP, Guralnick R, Kattge J,
Latimer AM, Moorcroft P, Schaepman ME, Schildhauer MP, Schneider FD, Schrodt F, Stahl U,
Ustin SL (2016) Monitoring plant functional diversity from space. Nat Plants 2:16024. https://
doi.org/10.1038/nplants.2016.24
Kampe TU, Johnson BR, Kuester M, McCorkel J (2011) Airborne remote sensing instrumentation
for NEON: status and development. 2011 Aerospace conference
Kokaly RF, Asner GP, Ollinger SV, Martin ME, Wessman CA (2009) Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sens
Environ 113:S78–S91. https://doi.org/10.1016/j.rse.2008.10.018
Kress WJ, Erickson DL, Jones A, Swenson NG, Perez R, Sanjur O, Bermingham E (2009) Plant
DNA barcodes and a community phylogeny of a tropical forest dynamics plot in Panama. Proc
Natl Acad Sci 106:18621. https://doi.org/10.1073/pnas.0909820106
Martin RE, Asner GP, Sack L (2007) Genetic variation in leaf pigment, optical and photosynthetic
function among diverse phenotypes of Metrosideros polymorpha grown in a common garden.
Oecologia 151:387–400. https://doi.org/10.1007/s00442-006-0604-z
Martin RE, Chadwick K, Brodrick PG, Carranza-Jimenez L, Vaughn NR, Asner GP, Dana
Chadwick K, Brodrick PG, Carranza-Jimenez L, Vaughn NR, Asner GP (2018) An approach
for foliar trait retrieval from airborne imaging spectroscopy of tropical forests. Remote Sens
10:199. https://doi.org/10.3390/rs10020199
R. E. Martin