A female cactus ferruginous pygmy-owl (Glaucidium brasilianum cactorum) in N. Sonora, Mexico, June 2022. Photo by Aaron Flesch, University of Arizona, Tucson, used with permission by USGS.
Pamela Nagler, Ph.D.
Expertise: Remote sensing applications in ecohydrology with a focus on scaling ground-based evapotranspiration (water use) measurements of plants in riparian ecosystems, their uplands and adjacent agriculture fields. Applications include mapping vegetation communities and phenological change in the Sonoran and Mojave Deserts and the transboundary region of northwestern Mexico and southwestern U.S.
Dr. Pamela Nagler’s interest in landscapes developed naturally through her experiences with a variety of lands and cultures throughout her early years. She first worked with USGS as a hydrological technician with the Water Resources Division, mentored by Drs. Jake Peters and Jamie Shanley. After obtaining a B.S. in Geography, Pamela interned with the late Barry Bishop (a member of the first American team to reach the summit of Mount Everest in 1963) at the National Geographic Society in Washington DC, where she was greatly influenced to pursue her passion for geography as a career. She then worked for the Solid Waste Division of the EPA followed by a couple of years with the Defense Mapping Agency. At the University of Maryland at College Park, Pamela earned an M.A. in Geography with an emphasis on Land Remote Sensing; her Advisor, Dr. Sam Goward, served as the Landsat Science Team Leader from 1992 and completed Landsat’s Enduring Legacy: 50 years in 2017. As his mentee, she gained experience and skills needed to address environmental applications using remote sensing tools. During her Master’s program, Pamela had a research assistantship with the USDA Agriculture Research Service under the guidance of Dr. Craig Daughtry, and helped develop techniques using hyperspectral data to distinguish soil from litter in the landscape. Pamela continued this research in Japan with a fellowship sponsored by NSF. Dr. Yoshio Inoue, her academic host at the Japan National Institute of Agro-Environmental Studies in 1996-1997, encouraged Pamela to return to the US to continue her academic studies. Pamela spent time in ten Asian countries before starting her Ph.D. research with Dr. Alfredo Huete at the University of Arizona in Tucson, AZ. Pamela's dissertation research used remote sensing tools to study environmental applications in the Colorado River delta in Mexico and her post-doctoral work with Dr. Edward Glenn was funded through a NASA grant. With direction from Ed Glenn, she studied seaweed productivity while living in Molokai, Hawaii, phytoremediation at DOE Legacy Mine sites on Navajo Nation near Monument Valley, and conservation and policy of the Colorado River Delta in the Borderlands of the U.S. and Mexico. Pamela received a PECASE Award at the White House with POTUS Obama in 2010, became a Kavli Fellow with the Academy of Sciences in 2011, and was internationally recognized by CSIRO in 2013. Pamela spent a year at CSIRO in their Land and Water Division in Adelaide, South Australia. Pamela serves students in three departments at the University of Arizona, including SNRE, SWES and more recently, Biosystems Engineering. She also serves on three journal Editorial Boards and as a Board Member of the FWS Sonoran Joint Venture.
Education and Certifications
Ph.D. - 2001, Soil, Water, and Environmental Science, University of Arizona, Tucson, AZ.
M.A. - 1997, Geography, University of Maryland. College Park, MD.
B.S. - 1989, Geography, University of Florida, Gainesville, FL.
Science and Products
Measuring Water Requirements Of Riparian Regions in the Southwestern U.S. Compared with Drylands in Australia
Using Imagery to Monitor Riparian and Upland Vegetation Along the San Pedro River, Arizona
Global Croplands and Their Water Use for Food Security in the Twenty-first Century
Compilation of actual evapotranspiration and vegetation indices along critical riparian zones on the Navajo Nation from 2013-2023 Compilation of actual evapotranspiration and vegetation indices along critical riparian zones on the Navajo Nation from 2013-2023
Seamless high-resolution transboundary dynamic landcover map of the Sonoran and Mojave Desert ecoregion within Bird Conservation Region 33 Seamless high-resolution transboundary dynamic landcover map of the Sonoran and Mojave Desert ecoregion within Bird Conservation Region 33
Monthly Ensemble Mean Evapotranspiration (EMET) Product for the Los Planes basin in Baja California Sur, Mexico from January 2006 through December 2021: U.S. Geological Survey Data Release Monthly Ensemble Mean Evapotranspiration (EMET) Product for the Los Planes basin in Baja California Sur, Mexico from January 2006 through December 2021: U.S. Geological Survey Data Release
Remotely-sensed observations of restoration sites of the riparian corridor of the Colorado River Delta in Mexico, 2013-2022 Remotely-sensed observations of restoration sites of the riparian corridor of the Colorado River Delta in Mexico, 2013-2022
Remotely-sensed observations of the unrestored riparian corridor of the Colorado River Delta in Mexico, 2019-2022 Remotely-sensed observations of the unrestored riparian corridor of the Colorado River Delta in Mexico, 2019-2022
Random forest classification data developed from multitemporal Landsat 8 spectral data and phenology metrics for a subregion in Sonoran and Mojave Deserts, April 2013 – December 2020 Random forest classification data developed from multitemporal Landsat 8 spectral data and phenology metrics for a subregion in Sonoran and Mojave Deserts, April 2013 – December 2020
Uncultivated plant water use (riparian evapotranspiration) and consumptive use data for selected areas of the Little Colorado River watershed on the Navajo Nation, Arizona Uncultivated plant water use (riparian evapotranspiration) and consumptive use data for selected areas of the Little Colorado River watershed on the Navajo Nation, Arizona
Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, and estimates of evapotranspiration for circular bird plots in the Colorado River delta between 2000-2020 (ver. 1.0) Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, and estimates of evapotranspiration for circular bird plots in the Colorado River delta between 2000-2020 (ver. 1.0)
Colorado River Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for five reaches between Hoover and Morelos Dams on the Lower Colorado River, for nearly the last two decades Colorado River Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for five reaches between Hoover and Morelos Dams on the Lower Colorado River, for nearly the last two decades
Colorado River Project: Average growing season evapotranspiration and vegetation index remote-sensing data for the riparian corridor of the Colorado River Delta in Mexico from 2000-2020 Colorado River Project: Average growing season evapotranspiration and vegetation index remote-sensing data for the riparian corridor of the Colorado River Delta in Mexico from 2000-2020
Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for seven reaches of the delta's 150 km region, for nearly the last two decades Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for seven reaches of the delta's 150 km region, for nearly the last two decades
A female cactus ferruginous pygmy-owl (Glaucidium brasilianum cactorum) in N. Sonora, Mexico, June 2022. Photo by Aaron Flesch, University of Arizona, Tucson, used with permission by USGS.
A restored riparian area in the lower Colorado River delta
A restored riparian area in the lower Colorado River deltaA roadrunner runs through a riparian area in the lower Colorado River delta. The area was restored with water from Minute 323 flows, a US/Mexico binational agreement water treaty. Photo courtesy of Neda Abbasi, University of Arizona.
A restored riparian area in the lower Colorado River delta
A restored riparian area in the lower Colorado River deltaA roadrunner runs through a riparian area in the lower Colorado River delta. The area was restored with water from Minute 323 flows, a US/Mexico binational agreement water treaty. Photo courtesy of Neda Abbasi, University of Arizona.
Single species stand of nonnative tamarisk on the Lower Colorado River at Cibola National Wildlife Refuge, California
Single species stand of nonnative tamarisk on the Lower Colorado River at Cibola National Wildlife Refuge, California
Advancing broadscale spatial evapotranspiration modelling by incorporating sun-induced chlorophyll fluorescence measurements Advancing broadscale spatial evapotranspiration modelling by incorporating sun-induced chlorophyll fluorescence measurements
On connecting hydro-social parameters to vegetation greenness differences in an evolving groundwater-dependent ecosystem On connecting hydro-social parameters to vegetation greenness differences in an evolving groundwater-dependent ecosystem
Effect of water delivery and irrigation for riparian restoration in the Colorado River Delta, Mexico Effect of water delivery and irrigation for riparian restoration in the Colorado River Delta, Mexico
An ensemble mean method for remote sensing of actual evapotranspiration to estimate water budget response across a restoration landscape An ensemble mean method for remote sensing of actual evapotranspiration to estimate water budget response across a restoration landscape
Avian communities respond to plant and landscape composition in actively revegetated floodplains of the Colorado River delta in Mexico Avian communities respond to plant and landscape composition in actively revegetated floodplains of the Colorado River delta in Mexico
Greenness and actual evapotranspiration in the unrestored riparian corridor of the Colorado River Delta in response to in-channel water deliveries in 2021 and 2022 Greenness and actual evapotranspiration in the unrestored riparian corridor of the Colorado River Delta in response to in-channel water deliveries in 2021 and 2022
Strategic restoration planning for land birds in the Colorado River Delta, Mexico Strategic restoration planning for land birds in the Colorado River Delta, Mexico
Crop water use dynamics over arid and semi-arid croplands in the lower Colorado River Basin Crop water use dynamics over arid and semi-arid croplands in the lower Colorado River Basin
Supplying ecosystem services on US rangelands Supplying ecosystem services on US rangelands
A river basin spatial model to quantitively advance understanding of riverine tree response dynamics to water availability and hydrological management A river basin spatial model to quantitively advance understanding of riverine tree response dynamics to water availability and hydrological management
Random forest classification of multitemporal Landsat 8 spectral data and phenology metrics for land cover mapping in the Sonoran and Mojave Deserts Random forest classification of multitemporal Landsat 8 spectral data and phenology metrics for land cover mapping in the Sonoran and Mojave Deserts
Mapping vegetation index-derived actual evapotranspiration across croplands using the Google Earth Engine platform Mapping vegetation index-derived actual evapotranspiration across croplands using the Google Earth Engine platform
Non-USGS Publications**
Glenn, E., & P. Nagler. 2005. Comparative ecophysiology of Tamarix ramosissima and native trees in western U.S. riparian zones. Journal of Arid Environments, 61(3), 419-446. https://doi.org/10.1016/j.jaridenv.2004.09.025
Nagler, P., R. Scott, C. Westenburg, J. Cleverly, E. Glenn, & A. Huete. 2005. Evapotranspiration on western U.S. rivers estimated by the Enhanced Vegetation Index from MODIS and data from eddy covariance and Bowen ratio flux towers. Journal Article: Remote Sensing of Environment, 97(3), 337-351. https://doi.org/10.1016/j.rse.2005.05.011
Huete, A., H.Kim, E. Glenn, & P. Nagler. 2005. Land surface water variability and dynamics during a severe drought in the southwest, USA. Proceedings: International Symposium on Remote Sensing of Environment (ISRSE). St. Petersburg, Russia. June 20-24.
Nagler, P.L., E.P. Glenn, T.L. Thompson, & A. R. Huete. 2004. Leaf Area Index and Normalized Vegetation Difference Index as predictors of canopy characteristics and light interception by riparian species on the lower Colorado River: Agricultural and Forest Meteorology, 125(1-2), 1-17. https://doi.org/10.1016/j.agrformet.2004.03.008
Kim, H.J., Huete, A., Glenn, E., & Nagler, P. 2004. Spatial and Temporal Vegetation Dynamics and Relationships to Water Availability in the San Pedro Riparian Zone, Arizona. Proceedings: AVIRIS 2004 Workshop, Sponsored by the Jet Propulsion Lab, California Institute of Technology, Pasadena, California. Mar 31-Apr 2, 2004.
Rodriguez, P., A. Huete, D. Schaub, K. Didan, T. Miura, E. Glenn, & P. Nagler. 2004. Application of MODIS Vegetation Indices to Monitor the Seasonal Responses and Water Use Impacts over the Colorado River Delta Area, NW Mexico. Proceedings: 29th International Symposium on Remote Sensing of Environment, Buenos Aires, Argentina, April 8-12, 2004.
Nagler, P.L., E. Glenn, A. Huete, J. Cleverly, & Z. Wan. 2004. MODIS Vegetation Indices, MODIS Land Surface Temperatures and Micrometeorological Variables to Predict Riparian Evapotranspiration along the Middle Rio Grande. Proceedings: MODIS Vegetation Workshop II, Missoula, Montana. August 17-19, 2004.
Huete, A., K. Didan, D. Lampkin, E. Glenn, & P. Nagler. 2004. Multi-Year MODIS Time Series Analysis of Land Conversion Processes in Semiarid Regions. Proceedings: 70th American Society of Photogrammetry and Remote Sensing (ASPRS) Imaging and Geospatial Information Society, Multi-temporal Image Analysis and Applications – Part VIII: Land Cover Trend Analysis. Denver, Colorado, May 23-28, 2004.
Nagler, P.L., Curtis, C.C., & E.P. Glenn. 2004. An inexpensive digital vegetation mapping system. Proceedings: 4th International Symposium of the Photogrammetry and Remote Sensing Society (ISPRS), Mobile Mapping & Technology Conf., Paper #1089. Kunming, China. Mar. 29-31, 2004.
Nagler, P.L. 2004. Application of MODIS Vegetation Indices and Land Surface Temperatures to Predict Riparian Evapotranspiration across the Semi-Arid Southwest, Using Micro-meteorological Tower Data from the Middle Rio Grande, San Pedro River, and the Lower Colorado River. Proceedings: Geological Society of America, 36(5), 515. Denver, Colorado. November 7-10, 2004.
Ryder, E., S. Nelson, E. Glenn, P. Nagler, S. Napolean, & K. Fitzsimmons. 2004. Production of Gracilaria parvispora in two-phase polyculture systems in relation to nutrient requirements and uptake. A Review: Bulletin: Fish. Res. Agen. Supplement, 1, 71-76. https://www.researchgate.net/publication/228735423_Review_Production_of_Gracilaria_parvispora_in_two-phase_polyculture_systems_in_relation_to_nutrient_requirements_and_uptake
Nagler, P., E. Glenn, & R. C. Brusca. 2004. Proceedings: Conference on the Gulf of California, sponsored by the Arizona-Sonora Desert Museum & Packard Foundation. Tucson, AZ. June 17-23, 2004.
Nagler, P., E. Glenn, & R. C. Brusca. 2004. Photographic Atlas of Esteros and Other Coastal Wetlands of Conservation Interest in the Northern Gulf of California, 1-147. Arizona-Sonora Desert Museum, Tucson, AZ.
Nagler, P.L., E.P. Glenn, S. Nelson, & S. Napolean. 2003. Effects of fertilization treatment and stocking density on the growth and yield of the economic seaweed Gracilaria parvispora (Rhodophyta) in cage culture at Moloka’i, Hawai’i: Aquaculture, 219(1-4), 379-391. https://doi.org/10.1016/S0044-8486(02)00529-X
Nagler, P.L., E.P. Glenn, & T.L. Thompson. 2003. Comparison of transpiration rates among saltcedar, cottonwood and willow trees by sap flow and canopy temperature methods: Agricultural and Forest Meteorology, 110, 1-17. https://doi.org/10.1016/S0168-1923(02)00251-4
Nagler, P.L., Y. Inoue, E.P. Glenn, A. Russ, & C.S.T. Daughtry. 2003. Cellulose Absorption Index (CAI) to quantify mixed soil-plant litter scenes: Remote Sensing of Environment, 87, 310-325. https://doi.org/10.1016/j.rse.2003.06.001
Nagler, P., O. Hinojosa, R. Romo, A. Huete, C. Curtis, & E. Glenn. 2003. Quantifying land cover and avian habitat in the Delta of the Colorado River, pp 1-4, Proceedings: 30th International Symposium on Remote Sensing of Environment (ISRSE). Honolulu, Hawai`i, November 10-14, 2003.
Nagler, P. L., E. P. Glenn, & T.L. Thompson. 2002. Comparison of transpiration rates among riparian trees using sap flow and leaf temperature methods. Proceedings: Ecological Society of America (ESA) 87th Annual Meeting and SER 14th International Conference. Tucson, AZ. August 4-9.
Rodriguez, P., A. Huete, D. Schaub, K. Didan, T. Miura, E. Glenn, & P. Nagler. 2002. Application of MODIS Vegetation Indices to Monitor the Seasonal Responses and Water Use Impacts over the Colorado River Delta Area, NW Mexico. Proceedings: MODIS Vegetation Workshop I, sponsored by Numerical Terradynamic Simulation Group (NTSG). Missoula, Montana, July 15-18, 2002.
Hinojosa-Huerta, O., P.L. Nagler, Y. Carrillo-Guerrero, E. Zamora-Hernandez, J. Garcia-Hernandez, F. Zamora-Arroyo, & E.P. Glenn. 2002. Andrade Mesa Wetlands of the All-American Canal: Natural Resources Journal, 42(4), 899-914. https://www.researchgate.net/publication/257526110_Andrade_Mesa_Wetlands_of_the_All-American_Canal
Nagler, P. L. 2002. GIS Mapping for Riparian Habitat & Vegetation, Colorado River Delta: Ground, Aerial, and Satellite. Proceedings: Priorities in the Colorado River Delta: A State-of-Knowledge. Tijuana, Mexico. October 15-17, 2002.
Nagler, P.L., E.P. Glenn, & A.R. Huete. 2001. Assessment of spectral vegetation indices for riparian vegetation in the Colorado River Delta, Mexico: Journal of Arid Environments, 49(1), 91-110. Published: Sept. 2001. https://doi.org/10.1006/jare.2001.0844
Glenn, E.P., F. Zamora-Arroyo, P.L. Nagler, M. Briggs, W. Shaw, & K. Flessa. 2001. Ecology and conservation biology of the Colorado River Delta, Mexico: Journal of Arid Environments, 49(1), 5-16. https://doi.org/10.1006/jare.2001.0832
Zamora-Arroyo*, F., P.L. Nagler*, M. Briggs, D. Radtke, H. Rodriquez, J. Garcia, A. Huete, C. Valdez, & E.P. Glenn. 2001. Regeneration of native trees in response to flood releases from the United States into the Delta of the Colorado River, Mexico: Journal of Arid Environments, 49, 49-64, https://doi.org/10.1006/jare.2001.0835 *senior co-authors
Glenn, E., V. Gerhart, S. Nelson, D. Moore, P. Nagler, & C. Machado. 2001. A community-based polyculture system in Hawai’i that incorporates all the life stages of Gracilaria parvispora (Rhodophyta): XVIIth International Seaweed Symposium Proceedings, p. 65-73, University of Cape Town, South Africa, January 29, 2001.
Nagler, P.L., K. Gillon, J. Pitt, B. Snape, & E.P. Glenn. 2000. Application of the U.S. Endangered Species Act across international borders: the case of the Colorado River Delta, Mexico: Environmental Science and Policy, 67-72. https://doi.org/10.1016/s1462-9011(00) 00072-1 and https://ur.booksc.eu/book/5018856/381160
Nagler, P.L., C.S.T. Daughtry, & S.N. Goward. 2000. Plant Litter and Soil Reflectance: Remote Sensing of Environment, 71(2), 207-215. https://doi.org/10.1016/S0034-4257(99)00082-6
Nagler, P.L., Y. Inoue, C.S.T. Daughtry, & A.L. Russ. 1998. Shortwave Infrared Reflectance of Mixed Scenes of Soils and Crop Residues: American Society of Agronomy Proceedings, p. 118-121, Baltimore, MD, Oct 18-22, 1998.
Nagler, P.L., Y. Inoue, & C.S.T. Daughtry. 1997. Shortwave Infrared Reflectance of Mixed Plant Litter and Soils Samples for Quantitative Estimation of Percent Cover, vol.2, pp. 988-991. Proceedings: International Geoscience & Remote Sensing Symposium (IGARSS). Singapore. Aug. 3-8, 1997. https://doi.org/10.1109/IGARSS.1997.606359
Daughtry, Craig, PL Nagler, JE McMurtrey, & CL Lindwall. 1997. Measuring Crop Residue Cover by Shortwave Infrared Reflectance, pp. 41-45, Proceedings: American Society of Agronomy.
Daughtry, C.S.T., P.L. Nagler, M.S. Kim, J.E. McMurtrey III, & E.W. Chappelle. 1996. Spectral Reflectance of Soils and Crop Residues, pp. 505-511, In A.M.C. Davies & Phil Williams (Eds.) Near Infrared Spectroscopy: The Future Waves. NIR Publications, Chichester, UK.
Nagler, P.L., C.S.T. Daughtry, & S.N. Goward. 1996. Shortwave Infrared Spectral Reflectance of Plant Litter and Soils, vol.3, pp. 1803-1805. Proceedings: International Geoscience and Remote Sensing Symposium (IGARSS ‘96), Lincoln, Nebraska. May 30-31, 1996. https://doi.org/10.1109/IGARSS.1996.516806
Nagler, P.L., C.S.T. Daughtry, M.S. Kim, & S.N. Goward. 1995. Shortwave Infrared Spectral Reflectance of Crop Residues and Soils, pp. 23-28, Proceedings: American Society of Agronomy. St. Louis, Missouri, Gateway to the Future, Oct 29-Nov 3, 1995.
Daughtry, C.S.T., P.L. Nagler, M.S. Kim, J.E. McMurtrey III, & E.W. Chappelle. 1995. Spectral Reflectance of Soils and Crop Residues, pp. 1-7, Proceedings: 7th International Symposium on Near Infrared Spectroscopy. Montreal, Quebec, Canada. August 6-11, 1995. https://www.tib.eu/en/search/id/TIBKAT%3A215806425/Near-infrared-spectroscopy-the-future-waves-the/
Thesis: Nagler, P.L. 1997. Plant Litter and Soil Reflectance. University of Maryland.
**Disclaimer: The views expressed in Non-USGS publications are those of the author and do not represent the views of the USGS, Department of the Interior, or the U.S. Government.
Science and Products
Measuring Water Requirements Of Riparian Regions in the Southwestern U.S. Compared with Drylands in Australia
Using Imagery to Monitor Riparian and Upland Vegetation Along the San Pedro River, Arizona
Global Croplands and Their Water Use for Food Security in the Twenty-first Century
Compilation of actual evapotranspiration and vegetation indices along critical riparian zones on the Navajo Nation from 2013-2023 Compilation of actual evapotranspiration and vegetation indices along critical riparian zones on the Navajo Nation from 2013-2023
Seamless high-resolution transboundary dynamic landcover map of the Sonoran and Mojave Desert ecoregion within Bird Conservation Region 33 Seamless high-resolution transboundary dynamic landcover map of the Sonoran and Mojave Desert ecoregion within Bird Conservation Region 33
Monthly Ensemble Mean Evapotranspiration (EMET) Product for the Los Planes basin in Baja California Sur, Mexico from January 2006 through December 2021: U.S. Geological Survey Data Release Monthly Ensemble Mean Evapotranspiration (EMET) Product for the Los Planes basin in Baja California Sur, Mexico from January 2006 through December 2021: U.S. Geological Survey Data Release
Remotely-sensed observations of restoration sites of the riparian corridor of the Colorado River Delta in Mexico, 2013-2022 Remotely-sensed observations of restoration sites of the riparian corridor of the Colorado River Delta in Mexico, 2013-2022
Remotely-sensed observations of the unrestored riparian corridor of the Colorado River Delta in Mexico, 2019-2022 Remotely-sensed observations of the unrestored riparian corridor of the Colorado River Delta in Mexico, 2019-2022
Random forest classification data developed from multitemporal Landsat 8 spectral data and phenology metrics for a subregion in Sonoran and Mojave Deserts, April 2013 – December 2020 Random forest classification data developed from multitemporal Landsat 8 spectral data and phenology metrics for a subregion in Sonoran and Mojave Deserts, April 2013 – December 2020
Uncultivated plant water use (riparian evapotranspiration) and consumptive use data for selected areas of the Little Colorado River watershed on the Navajo Nation, Arizona Uncultivated plant water use (riparian evapotranspiration) and consumptive use data for selected areas of the Little Colorado River watershed on the Navajo Nation, Arizona
Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, and estimates of evapotranspiration for circular bird plots in the Colorado River delta between 2000-2020 (ver. 1.0) Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, and estimates of evapotranspiration for circular bird plots in the Colorado River delta between 2000-2020 (ver. 1.0)
Colorado River Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for five reaches between Hoover and Morelos Dams on the Lower Colorado River, for nearly the last two decades Colorado River Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for five reaches between Hoover and Morelos Dams on the Lower Colorado River, for nearly the last two decades
Colorado River Project: Average growing season evapotranspiration and vegetation index remote-sensing data for the riparian corridor of the Colorado River Delta in Mexico from 2000-2020 Colorado River Project: Average growing season evapotranspiration and vegetation index remote-sensing data for the riparian corridor of the Colorado River Delta in Mexico from 2000-2020
Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for seven reaches of the delta's 150 km region, for nearly the last two decades Colorado River Delta Project: A compilation of vegetation indices, phenology assessment metrics, estimates of evapotranspiration and change maps for seven reaches of the delta's 150 km region, for nearly the last two decades
A female cactus ferruginous pygmy-owl (Glaucidium brasilianum cactorum) in N. Sonora, Mexico, June 2022. Photo by Aaron Flesch, University of Arizona, Tucson, used with permission by USGS.
A female cactus ferruginous pygmy-owl (Glaucidium brasilianum cactorum) in N. Sonora, Mexico, June 2022. Photo by Aaron Flesch, University of Arizona, Tucson, used with permission by USGS.
A restored riparian area in the lower Colorado River delta
A restored riparian area in the lower Colorado River deltaA roadrunner runs through a riparian area in the lower Colorado River delta. The area was restored with water from Minute 323 flows, a US/Mexico binational agreement water treaty. Photo courtesy of Neda Abbasi, University of Arizona.
A restored riparian area in the lower Colorado River delta
A restored riparian area in the lower Colorado River deltaA roadrunner runs through a riparian area in the lower Colorado River delta. The area was restored with water from Minute 323 flows, a US/Mexico binational agreement water treaty. Photo courtesy of Neda Abbasi, University of Arizona.
Single species stand of nonnative tamarisk on the Lower Colorado River at Cibola National Wildlife Refuge, California
Single species stand of nonnative tamarisk on the Lower Colorado River at Cibola National Wildlife Refuge, California
Advancing broadscale spatial evapotranspiration modelling by incorporating sun-induced chlorophyll fluorescence measurements Advancing broadscale spatial evapotranspiration modelling by incorporating sun-induced chlorophyll fluorescence measurements
On connecting hydro-social parameters to vegetation greenness differences in an evolving groundwater-dependent ecosystem On connecting hydro-social parameters to vegetation greenness differences in an evolving groundwater-dependent ecosystem
Effect of water delivery and irrigation for riparian restoration in the Colorado River Delta, Mexico Effect of water delivery and irrigation for riparian restoration in the Colorado River Delta, Mexico
An ensemble mean method for remote sensing of actual evapotranspiration to estimate water budget response across a restoration landscape An ensemble mean method for remote sensing of actual evapotranspiration to estimate water budget response across a restoration landscape
Avian communities respond to plant and landscape composition in actively revegetated floodplains of the Colorado River delta in Mexico Avian communities respond to plant and landscape composition in actively revegetated floodplains of the Colorado River delta in Mexico
Greenness and actual evapotranspiration in the unrestored riparian corridor of the Colorado River Delta in response to in-channel water deliveries in 2021 and 2022 Greenness and actual evapotranspiration in the unrestored riparian corridor of the Colorado River Delta in response to in-channel water deliveries in 2021 and 2022
Strategic restoration planning for land birds in the Colorado River Delta, Mexico Strategic restoration planning for land birds in the Colorado River Delta, Mexico
Crop water use dynamics over arid and semi-arid croplands in the lower Colorado River Basin Crop water use dynamics over arid and semi-arid croplands in the lower Colorado River Basin
Supplying ecosystem services on US rangelands Supplying ecosystem services on US rangelands
A river basin spatial model to quantitively advance understanding of riverine tree response dynamics to water availability and hydrological management A river basin spatial model to quantitively advance understanding of riverine tree response dynamics to water availability and hydrological management
Random forest classification of multitemporal Landsat 8 spectral data and phenology metrics for land cover mapping in the Sonoran and Mojave Deserts Random forest classification of multitemporal Landsat 8 spectral data and phenology metrics for land cover mapping in the Sonoran and Mojave Deserts
Mapping vegetation index-derived actual evapotranspiration across croplands using the Google Earth Engine platform Mapping vegetation index-derived actual evapotranspiration across croplands using the Google Earth Engine platform
Non-USGS Publications**
Glenn, E., & P. Nagler. 2005. Comparative ecophysiology of Tamarix ramosissima and native trees in western U.S. riparian zones. Journal of Arid Environments, 61(3), 419-446. https://doi.org/10.1016/j.jaridenv.2004.09.025
Nagler, P., R. Scott, C. Westenburg, J. Cleverly, E. Glenn, & A. Huete. 2005. Evapotranspiration on western U.S. rivers estimated by the Enhanced Vegetation Index from MODIS and data from eddy covariance and Bowen ratio flux towers. Journal Article: Remote Sensing of Environment, 97(3), 337-351. https://doi.org/10.1016/j.rse.2005.05.011
Huete, A., H.Kim, E. Glenn, & P. Nagler. 2005. Land surface water variability and dynamics during a severe drought in the southwest, USA. Proceedings: International Symposium on Remote Sensing of Environment (ISRSE). St. Petersburg, Russia. June 20-24.
Nagler, P.L., E.P. Glenn, T.L. Thompson, & A. R. Huete. 2004. Leaf Area Index and Normalized Vegetation Difference Index as predictors of canopy characteristics and light interception by riparian species on the lower Colorado River: Agricultural and Forest Meteorology, 125(1-2), 1-17. https://doi.org/10.1016/j.agrformet.2004.03.008
Kim, H.J., Huete, A., Glenn, E., & Nagler, P. 2004. Spatial and Temporal Vegetation Dynamics and Relationships to Water Availability in the San Pedro Riparian Zone, Arizona. Proceedings: AVIRIS 2004 Workshop, Sponsored by the Jet Propulsion Lab, California Institute of Technology, Pasadena, California. Mar 31-Apr 2, 2004.
Rodriguez, P., A. Huete, D. Schaub, K. Didan, T. Miura, E. Glenn, & P. Nagler. 2004. Application of MODIS Vegetation Indices to Monitor the Seasonal Responses and Water Use Impacts over the Colorado River Delta Area, NW Mexico. Proceedings: 29th International Symposium on Remote Sensing of Environment, Buenos Aires, Argentina, April 8-12, 2004.
Nagler, P.L., E. Glenn, A. Huete, J. Cleverly, & Z. Wan. 2004. MODIS Vegetation Indices, MODIS Land Surface Temperatures and Micrometeorological Variables to Predict Riparian Evapotranspiration along the Middle Rio Grande. Proceedings: MODIS Vegetation Workshop II, Missoula, Montana. August 17-19, 2004.
Huete, A., K. Didan, D. Lampkin, E. Glenn, & P. Nagler. 2004. Multi-Year MODIS Time Series Analysis of Land Conversion Processes in Semiarid Regions. Proceedings: 70th American Society of Photogrammetry and Remote Sensing (ASPRS) Imaging and Geospatial Information Society, Multi-temporal Image Analysis and Applications – Part VIII: Land Cover Trend Analysis. Denver, Colorado, May 23-28, 2004.
Nagler, P.L., Curtis, C.C., & E.P. Glenn. 2004. An inexpensive digital vegetation mapping system. Proceedings: 4th International Symposium of the Photogrammetry and Remote Sensing Society (ISPRS), Mobile Mapping & Technology Conf., Paper #1089. Kunming, China. Mar. 29-31, 2004.
Nagler, P.L. 2004. Application of MODIS Vegetation Indices and Land Surface Temperatures to Predict Riparian Evapotranspiration across the Semi-Arid Southwest, Using Micro-meteorological Tower Data from the Middle Rio Grande, San Pedro River, and the Lower Colorado River. Proceedings: Geological Society of America, 36(5), 515. Denver, Colorado. November 7-10, 2004.
Ryder, E., S. Nelson, E. Glenn, P. Nagler, S. Napolean, & K. Fitzsimmons. 2004. Production of Gracilaria parvispora in two-phase polyculture systems in relation to nutrient requirements and uptake. A Review: Bulletin: Fish. Res. Agen. Supplement, 1, 71-76. https://www.researchgate.net/publication/228735423_Review_Production_of_Gracilaria_parvispora_in_two-phase_polyculture_systems_in_relation_to_nutrient_requirements_and_uptake
Nagler, P., E. Glenn, & R. C. Brusca. 2004. Proceedings: Conference on the Gulf of California, sponsored by the Arizona-Sonora Desert Museum & Packard Foundation. Tucson, AZ. June 17-23, 2004.
Nagler, P., E. Glenn, & R. C. Brusca. 2004. Photographic Atlas of Esteros and Other Coastal Wetlands of Conservation Interest in the Northern Gulf of California, 1-147. Arizona-Sonora Desert Museum, Tucson, AZ.
Nagler, P.L., E.P. Glenn, S. Nelson, & S. Napolean. 2003. Effects of fertilization treatment and stocking density on the growth and yield of the economic seaweed Gracilaria parvispora (Rhodophyta) in cage culture at Moloka’i, Hawai’i: Aquaculture, 219(1-4), 379-391. https://doi.org/10.1016/S0044-8486(02)00529-X
Nagler, P.L., E.P. Glenn, & T.L. Thompson. 2003. Comparison of transpiration rates among saltcedar, cottonwood and willow trees by sap flow and canopy temperature methods: Agricultural and Forest Meteorology, 110, 1-17. https://doi.org/10.1016/S0168-1923(02)00251-4
Nagler, P.L., Y. Inoue, E.P. Glenn, A. Russ, & C.S.T. Daughtry. 2003. Cellulose Absorption Index (CAI) to quantify mixed soil-plant litter scenes: Remote Sensing of Environment, 87, 310-325. https://doi.org/10.1016/j.rse.2003.06.001
Nagler, P., O. Hinojosa, R. Romo, A. Huete, C. Curtis, & E. Glenn. 2003. Quantifying land cover and avian habitat in the Delta of the Colorado River, pp 1-4, Proceedings: 30th International Symposium on Remote Sensing of Environment (ISRSE). Honolulu, Hawai`i, November 10-14, 2003.
Nagler, P. L., E. P. Glenn, & T.L. Thompson. 2002. Comparison of transpiration rates among riparian trees using sap flow and leaf temperature methods. Proceedings: Ecological Society of America (ESA) 87th Annual Meeting and SER 14th International Conference. Tucson, AZ. August 4-9.
Rodriguez, P., A. Huete, D. Schaub, K. Didan, T. Miura, E. Glenn, & P. Nagler. 2002. Application of MODIS Vegetation Indices to Monitor the Seasonal Responses and Water Use Impacts over the Colorado River Delta Area, NW Mexico. Proceedings: MODIS Vegetation Workshop I, sponsored by Numerical Terradynamic Simulation Group (NTSG). Missoula, Montana, July 15-18, 2002.
Hinojosa-Huerta, O., P.L. Nagler, Y. Carrillo-Guerrero, E. Zamora-Hernandez, J. Garcia-Hernandez, F. Zamora-Arroyo, & E.P. Glenn. 2002. Andrade Mesa Wetlands of the All-American Canal: Natural Resources Journal, 42(4), 899-914. https://www.researchgate.net/publication/257526110_Andrade_Mesa_Wetlands_of_the_All-American_Canal
Nagler, P. L. 2002. GIS Mapping for Riparian Habitat & Vegetation, Colorado River Delta: Ground, Aerial, and Satellite. Proceedings: Priorities in the Colorado River Delta: A State-of-Knowledge. Tijuana, Mexico. October 15-17, 2002.
Nagler, P.L., E.P. Glenn, & A.R. Huete. 2001. Assessment of spectral vegetation indices for riparian vegetation in the Colorado River Delta, Mexico: Journal of Arid Environments, 49(1), 91-110. Published: Sept. 2001. https://doi.org/10.1006/jare.2001.0844
Glenn, E.P., F. Zamora-Arroyo, P.L. Nagler, M. Briggs, W. Shaw, & K. Flessa. 2001. Ecology and conservation biology of the Colorado River Delta, Mexico: Journal of Arid Environments, 49(1), 5-16. https://doi.org/10.1006/jare.2001.0832
Zamora-Arroyo*, F., P.L. Nagler*, M. Briggs, D. Radtke, H. Rodriquez, J. Garcia, A. Huete, C. Valdez, & E.P. Glenn. 2001. Regeneration of native trees in response to flood releases from the United States into the Delta of the Colorado River, Mexico: Journal of Arid Environments, 49, 49-64, https://doi.org/10.1006/jare.2001.0835 *senior co-authors
Glenn, E., V. Gerhart, S. Nelson, D. Moore, P. Nagler, & C. Machado. 2001. A community-based polyculture system in Hawai’i that incorporates all the life stages of Gracilaria parvispora (Rhodophyta): XVIIth International Seaweed Symposium Proceedings, p. 65-73, University of Cape Town, South Africa, January 29, 2001.
Nagler, P.L., K. Gillon, J. Pitt, B. Snape, & E.P. Glenn. 2000. Application of the U.S. Endangered Species Act across international borders: the case of the Colorado River Delta, Mexico: Environmental Science and Policy, 67-72. https://doi.org/10.1016/s1462-9011(00) 00072-1 and https://ur.booksc.eu/book/5018856/381160
Nagler, P.L., C.S.T. Daughtry, & S.N. Goward. 2000. Plant Litter and Soil Reflectance: Remote Sensing of Environment, 71(2), 207-215. https://doi.org/10.1016/S0034-4257(99)00082-6
Nagler, P.L., Y. Inoue, C.S.T. Daughtry, & A.L. Russ. 1998. Shortwave Infrared Reflectance of Mixed Scenes of Soils and Crop Residues: American Society of Agronomy Proceedings, p. 118-121, Baltimore, MD, Oct 18-22, 1998.
Nagler, P.L., Y. Inoue, & C.S.T. Daughtry. 1997. Shortwave Infrared Reflectance of Mixed Plant Litter and Soils Samples for Quantitative Estimation of Percent Cover, vol.2, pp. 988-991. Proceedings: International Geoscience & Remote Sensing Symposium (IGARSS). Singapore. Aug. 3-8, 1997. https://doi.org/10.1109/IGARSS.1997.606359
Daughtry, Craig, PL Nagler, JE McMurtrey, & CL Lindwall. 1997. Measuring Crop Residue Cover by Shortwave Infrared Reflectance, pp. 41-45, Proceedings: American Society of Agronomy.
Daughtry, C.S.T., P.L. Nagler, M.S. Kim, J.E. McMurtrey III, & E.W. Chappelle. 1996. Spectral Reflectance of Soils and Crop Residues, pp. 505-511, In A.M.C. Davies & Phil Williams (Eds.) Near Infrared Spectroscopy: The Future Waves. NIR Publications, Chichester, UK.
Nagler, P.L., C.S.T. Daughtry, & S.N. Goward. 1996. Shortwave Infrared Spectral Reflectance of Plant Litter and Soils, vol.3, pp. 1803-1805. Proceedings: International Geoscience and Remote Sensing Symposium (IGARSS ‘96), Lincoln, Nebraska. May 30-31, 1996. https://doi.org/10.1109/IGARSS.1996.516806
Nagler, P.L., C.S.T. Daughtry, M.S. Kim, & S.N. Goward. 1995. Shortwave Infrared Spectral Reflectance of Crop Residues and Soils, pp. 23-28, Proceedings: American Society of Agronomy. St. Louis, Missouri, Gateway to the Future, Oct 29-Nov 3, 1995.
Daughtry, C.S.T., P.L. Nagler, M.S. Kim, J.E. McMurtrey III, & E.W. Chappelle. 1995. Spectral Reflectance of Soils and Crop Residues, pp. 1-7, Proceedings: 7th International Symposium on Near Infrared Spectroscopy. Montreal, Quebec, Canada. August 6-11, 1995. https://www.tib.eu/en/search/id/TIBKAT%3A215806425/Near-infrared-spectroscopy-the-future-waves-the/
Thesis: Nagler, P.L. 1997. Plant Litter and Soil Reflectance. University of Maryland.
**Disclaimer: The views expressed in Non-USGS publications are those of the author and do not represent the views of the USGS, Department of the Interior, or the U.S. Government.