Access the full text.
Sign up today, get DeepDyve free for 14 days.
Loading next page...
/lp/wiley/uav-thermal-image-detects-genetic-trait-differences-among-populations-ztdBb6U2r6
References (87)
-
S. Sankaran, L. Khot, A. Carter (2015)
Field-based crop phenotyping: Multispectral aerial imaging for evaluation of winter wheat emergence and spring standComput. Electron. Agric., 118
-
K. Anderson, K. Gaston (2013)
Lightweight unmanned aerial vehicles will revolutionize spatial ecologyFrontiers in Ecology and the Environment, 11
-
D. Gates (1968)
Transpiration and Leaf TemperatureAnnual Review of Plant Biology, 19
-
B. Gao (1995)
Normalized difference water index for remote sensing of vegetation liquid water from space, 2480
-
(2013)
Assessment of climate change in the southwest United States: a report prepared for the national climatic assessment -
K. Elkind, T. Sankey, S. Munson, Clare Aslan (2019)
Invasive buffelgrass detection using high‐resolution satellite and UAV imagery on Google Earth EngineRemote Sensing in Ecology and Conservation, 5
-
V. Sagan, M. Maimaitijiang, P. Sidike, Kevin Eblimit, K. Peterson, S. Hartling, Flavio Esposito, K. Khanal, M. Newcomb, D. Pauli, Rick Ward, F. Fritschi, N. Shakoor, T. Mockler (2019)
UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap CamerasRemote. Sens., 11
-
David Mildrexler, Maosheng Zhao, S. Running (2011)
A global comparison between station air temperatures and MODIS land surface temperatures reveals the cooling role of forestsJournal of Geophysical Research, 116
-
R. Wilby, J. Troni, Y. Biot, L. Tedd, B. Hewitson, Doug Smith, R. Sutton (2009)
A review of climate risk information for adaptation and development planningInternational Journal of Climatology, 29
-
Dana Ikeda, H. Bothwell, M. Lau, G. O'neill, K. Grady, T. Whitham (2014)
A genetics‐based Universal Community Transfer Function for predicting the impacts of climate change on future communitiesFunctional Ecology, 28
-
(2009)
Canopy microclimate response to pattern and density of thinning in a Sierra ª 2020 The Authors. Remote Sensing in Ecology and Conservation -
K. Hultine, R. Froend, Davis Blasini, S. Bush, M. Karlinski, D. Koepke (2019)
Hydraulic traits that buffer deep‐rooted plants from changes in hydrology and climateHydrological Processes, 34
-
(2009)
Texture and scale in objectbased analysis of subdecimeter resolution unmanned aerial vehicle (UAV) -
F. Santini, S. Kefauver, Víctor Dios, J. Araus, J. Voltas (2019)
Using unmanned aerial vehicle‐based multispectral, RGB and thermal imagery for phenotyping of forest genetic trials: A case study in Pinus halepensisAnnals of Applied Biology, 174
-
E. Vivoni, A. Rango, C. Anderson, Nicole Pierini, A. Schreiner‐McGraw, S. Saripalli, A. Laliberte (2014)
Ecohydrology with unmanned aerial vehiclesEcosphere, 5
-
R. Congalton, K. Green (1998)
Assessing the accuracy of remotely sensed data : principles and practices -
S. Michaletz, M. Weiser, Jizhong Zhou, M. Kaspari, B. Helliker, B. Enquist (2015)
Plant Thermoregulation: Energetics, Trait-Environment Interactions, and Carbon Economics.Trends in ecology & evolution, 30 12
-
E. Hunt, B. Rock (1989)
Detection of changes in leaf water content using Near- and Middle-Infrared reflectancesRemote Sensing of Environment, 30
-
S. Aitken, M. Whitlock (2013)
Assisted Gene Flow to Facilitate Local Adaptation to Climate ChangeAnnual Review of Ecology, Evolution, and Systematics, 44
-
(2015)
Field-based crop phenotyping -
K. Hultine, G. Allan, Davis Blasini, H. Bothwell, Abraham Cadmus, H. Cooper, C. Doughty, C. Gehring, Alicyn Gitlin, K. Grady, J. Hull, Arthur Keith, D. Koepke, Lisa Markovchick, Jackie Parker, T. Sankey, T. Whitham (2020)
Adaptive capacity in the foundation tree species Populus fremontii: implications for resilience to climate change and non-native species invasion in the American SouthwestConservation Physiology, 8
-
T. Kattenborn, F. Fassnacht, S. Schmidtlein (2018)
Differentiating plant functional types using reflectance: which traits make the difference?Remote Sensing in Ecology and Conservation, 5
-
Patrick Shin, T. Sankey, M. Moore, A. Thode (2018)
Evaluating Unmanned Aerial Vehicle Images for Estimating Forest Canopy Fuels in a Ponderosa Pine StandRemote. Sens., 10
-
(2019)
Use of unmanned aerial vehicle imagery and deep learning UNet to extract rice -
H. Cooper, K. Grady, Jacob Cowan, R. Best, G. Allan, T. Whitham (2018)
Genotypic variation in phenological plasticity: Reciprocal common gardens reveal adaptive responses to warmer springs but not to fall frostGlobal Change Biology, 25
-
M. Madritch, Clayton Kingdon, Aditya Singh, K. Mock, R. Lindroth, P. Townsend (2014)
Imaging spectroscopy links aspen genotype with below-ground processes at landscape scalesPhilosophical Transactions of the Royal Society B: Biological Sciences, 369
-
J. Peñuelas, I. Filella, C. Biel, L. Serrano, R. Savé (1993)
The reflectance at the 950–970 nm region as an indicator of plant water statusInternational Journal of Remote Sensing, 14
-
Y. Ampatzidis, Victor Partel (2019)
UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial IntelligenceRemote. Sens., 11
-
T. Rambo, M. North (2009)
Canopy microclimate response to pattern and density of thinning in a Sierra Nevada forestForest Ecology and Management, 257
-
K. Grady, T. Kolb, Dana Ikeda, T. Whitham (2015)
A bridge too far: cold and pathogen constraints to assisted migration of riparian forestsRestoration Ecology, 23
-
T. Whitham, J. Bailey, J. Schweitzer, S. Shuster, R. Bangert, C. LeRoy, E. Lonsdorf, G. Allan, S. DiFazio, B. Potts, D. Fischer, C. Gehring, R. Lindroth, J. Marks, S. Hart, G. Wimp, S. Wooley (2006)
A framework for community and ecosystem genetics: from genes to ecosystemsNature Reviews Genetics, 7
-
T. Sankey, R. Shrestha, J. Sankey, S. Hardegree, E. Strand (2013)
Lidar‐derived estimate and uncertainty of carbon sink in successional phases of woody encroachmentJournal of Geophysical Research: Biogeosciences, 118
-
A. Belmonte, T. Sankey, T. Kolb, J. Bradford, J. Biederman, S. Goetz (2019)
UAV‐derived estimates of forest structure for assessing restoration practices in ponderosa pine forest ecosystems, 6
-
Adam Belmonte, T. Sankey, J. Biederman, J. Bradford, S. Goetz, T. Kolb, Travis Woolley (2019)
UAV‐derived estimates of forest structure to inform ponderosa pine forest restorationRemote Sensing in Ecology and Conservation, 6
-
E. Axelsson, K. Grady, Maria Lardizabal, Ignatius Nair, D. Rinus, U. Ilstedt (2019)
A pre‐adaptive approach for tropical forest restoration during climate change using naturally occurring genetic variation in response to water limitationRestoration Ecology, 28
-
Maria Tattaris, M. Reynolds, S. Chapman (2016)
A Direct Comparison of Remote Sensing Approaches for High-Throughput Phenotyping in Plant BreedingFrontiers in Plant Science, 7
-
Z. Compson, B. Hungate, T. Whitham, G. Koch, P. Dijkstra, Adam Siders, T. Wojtowicz, Ryan Jacobs, David Rakestraw, Kiel Allred, Chelsea Sayer, J. Marks (2018)
Linking tree genetics and stream consumers: isotopic tracers elucidate controls on carbon and nitrogen assimilation.Ecology, 99 8
-
K. Grady, D. Laughlin, Sharon Ferrier, T. Kolb, S. Hart, G. Allan, T. Whitham (2013)
Conservative leaf economic traits correlate with fast growth of genotypes of a foundation riparian species near the thermal maximum extent of its geographic rangeFunctional Ecology, 27
-
(2017)
Unmanned aerial vehicle remote sensing for fieldbased crop phenotyping: current status and perspectives -
Arthur Keith, J. Bailey, M. Lau, T. Whitham (2017)
Genetics-based interactions of foundation species affect community diversity, stability and network structureProceedings of the Royal Society B: Biological Sciences, 284
-
(2014)
WorldView-2 high spatial resolution -
K. Grady, Troy Wood, T. Kolb, Erika Hersch-Green, S. Shuster, C. Gehring, S. Hart, G. Allan, T. Whitham (2017)
Local biotic adaptation of trees and shrubs to plant neighborsOikos, 126
-
D. Solazzo, J. Sankey, T. Sankey, S. Munson (2018)
Mapping and measuring aeolian sand dunes with photogrammetry and LiDAR from unmanned aerial vehicles (UAV) and multispectral satellite imagery on the Paria Plateau, AZ, USAGeomorphology
-
G. Asner, D. Knapp, C. Anderson, R. Martin, N. Vaughn (2016)
Large-scale climatic and geophysical controls on the leaf economics spectrumProceedings of the National Academy of Sciences, 113
-
S. Aitken, S. Yeaman, J. Holliday, Tongli Wang, Sierra Curtis-McLane (2008)
Adaptation, migration or extirpation: climate change outcomes for tree populationsEvolutionary Applications, 1
-
(2006)
Using unmanned aerial -
J. Masek, W. Cohen, D. Leckie, M. Wulder, R. Vargas, B. Jong, S. Healey, B. Law, R. Birdsey, R. Houghton, David Mildrexler, S. Goward, W. Smith (2011)
Recent rates of forest harvest and conversion in North AmericaJournal of Geophysical Research, 116
-
A. Rango, A.S. Laliberte, C. Steele, J.E. Herrick, B. Bestelmeyer, T. Schmugge (2006)
Using unmanned aerial vehicles for rangelands: current applications and future potentials, 8
-
J. Horton, T. Kolb, S. Hart (2001)
Leaf gas exchange characteristics differ among Sonoran Desert riparian tree species.Tree physiology, 21 4
-
R. Ludovisi, F. Tauro, R. Salvati, S. Khoury, Giuseppe Scarascia, A. Harfouche (2017)
UAV-Based Thermal Imaging for High-Throughput Field Phenotyping of Black Poplar Response to DroughtFrontiers in Plant Science, 8
-
T. Whitham, S. DiFazio, J. Schweitzer, S. Shuster, G. Allan, J. Bailey, S. Woolbright (2008)
Extending Genomics to Natural Communities and EcosystemsScience, 320
-
B. Blonder, S. Michaletz (2018)
A model for leaf temperature decoupling from air temperatureAgricultural and Forest Meteorology
-
(2018)
UAV hyperspectral and lidar data -
Guijun Yang, Jiangang Liu, Chunjiang Zhao, Zhenhong Li, Yanbo Huang, Haiyang Yu, Bo Xu, Xiaodong Yang, Dongmei Zhu, Xiaoyan Zhang, Ruyang Zhang, Haikuan Feng, Xiaoqing Zhao, Zhenhai Li, Heli Li, Hao Yang (2017)
Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and PerspectivesFrontiers in Plant Science, 8
-
G. Garfin, A. Jardine, R. Merideth, M. Black, S. LeRoy (2013)
Assessment of Climate Change in the Southwest United States: A Report Prepared for the National Climate AssessmentAssessment of Climate Change in the Southwest United States
-
S. Cushman, Tamara Max, Nashelly Meneses, L. Evans, Sharon Ferrier, Barbara Honchak, T. Whitham, G. Allan (2014)
Landscape genetic connectivity in a riparian foundation tree is jointly driven by climatic gradients and river networks.Ecological applications : a publication of the Ecological Society of America, 24 5
-
T. Sankey, J. McVay, T. Swetnam, M. McClaran, P. Heilman, M. Nichols (2018)
UAV hyperspectral and lidar data and their fusion for arid and semi‐arid land vegetation monitoringRemote Sensing in Ecology and Conservation, 4
-
M. Hansen, P. Potapov, R. Moore, Matt Hancher, S. Turubanova, A. Tyukavina, D. Thau, S. Stehman, S. Goetz, T. Loveland, A. Kommareddy, A. Egorov, L. Chini, C. Justice, J. Townshend (2013)
High-Resolution Global Maps of 21st-Century Forest Cover ChangeScience, 342
-
T. Sankey, Jonathon Donager, J. McVay, J. Sankey (2017)
UAV lidar and hyperspectral fusion for forest monitoring in the southwestern USARemote Sensing of Environment, 195
-
Anne Bjorkman, I. Myers-Smith, S. Elmendorf, S. Normand, N. Rüger, P. Beck, A. Blach‐Overgaard, D. Blok, J. Cornelissen, B. Forbes, D. Georges, S. Goetz, K. Guay, G. Henry, J. HilleRisLambers, R. Hollister, D. Karger, J. Kattge, P. Manning, J. Prevéy, C. Rixen, G. Schaepman‐Strub, H. Thomas, M. Vellend, M. Wilmking, S. Wipf, M. Carbognani, L. Hermanutz, E. Lévesque, U. Molau, A. Petraglia, Nadejda Soudzilovskaia, M. Spasojevic, M. Tomaselli, T. Vowles, J. Alatalo, H. Alexander, A. Anadon‐Rosell, S. Angers‐Blondin, M. Beest, L. Berner, R. Björk, A. Buchwal, A. Buras, K. Christie, E. Cooper, S. Dullinger, B. Elberling, A. Eskelinen, E. Frei, O. Grau, P. Grogan, M. Hallinger, K. Harper, M. Heijmans, James Hudson, K. Hülber, M. Iturrate-García, C. Iversen, F. Jaroszynska, J. Johnstone, R. Jørgensen, E. Kaarlejärvi, Rebecca Klady, Sara Kuleza, A. Kulonen, L. Lamarque, T. Lantz, C. Little, J. Speed, A. Michelsen, A. Milbau, J. Nabe‐Nielsen, S. Nielsen, J. Ninot, S. Oberbauer, J. Olofsson, V. Onipchenko, S. Rumpf, P. Semenchuk, R. Shetti, L. Collier, L. Street, K. Suding, K. Tape, A. Trant, U. Treier, J. Tremblay, M. Tremblay, S. Venn, S. Weijers, T. Zamin, N. Boulanger-Lapointe, W. Gould, D. Hik, A. Hofgaard, I. Jónsdóttir, J. Jorgenson, J. Klein, B. Magnússon, C. Tweedie, P. Wookey, M. Bahn, B. Blonder, P. Bodegom, B. Bond‐Lamberty, G. Campetella, B. Cerabolini, F. Chapin, W. Cornwell, J. Craine, M. Dainese, F. Vries, S. Díaz, B. Enquist, W. Green, R. Milla, Ü. Niinemets, Y. Onoda, J. Ordoñez, W. Ozinga, J. Peñuelas, Hendrik Poorter, P. Poschlod, P. Reich, B. Sandel, B. Schamp, S. Sheremetev, E. Weiher (2018)
Plant functional trait change across a warming tundra biomeNature, 562
-
Dana Ikeda, Tamara Max, G. Allan, M. Lau, S. Shuster, T. Whitham (2017)
Genetically informed ecological niche models improve climate change predictionsGlobal Change Biology, 23
-
(2009)
Canopy microclimate response to pattern and density of thinning in a Sierra a 2020 The Authors -
A. Laliberte, A. Rango (2009)
Texture and Scale in Object-Based Analysis of Subdecimeter Resolution Unmanned Aerial Vehicle (UAV) ImageryIEEE Transactions on Geoscience and Remote Sensing, 47
-
H. Maxwell-Lefroy (1914)
THE ANNALS OF APPLIED BIOLOGYAnnals of Applied Biology, 1
-
A. Rango, A. Laliberte, C. Steele, J. Herrick, B. Bestelmeyer, T. Schmugge, A. Roanhorse, V. Jenkins (2006)
Research Article: Using Unmanned Aerial Vehicles for Rangelands: Current Applications and Future PotentialsEnvironmental Practice, 8
-
T. Jackson, Daoyi Chen, M. Cosh, Fuqin Li, Martha Anderson, C. Walthall, Paul Doriaswamy, E. Hunt (2004)
Vegetation water content mapping using Landsat data derived normalized difference water index for corn and soybeansRemote Sensing of Environment, 92
-
M. Bocchini, R. D’amato, S. Ciancaleoni, M. Fontanella, C. Palmerini, G. Beone, A. Onofri, V. Negri, G. Marconi, E. Albertini, D. Businelli (2018)
Soil Selenium (Se) Biofortification Changes the Physiological, Biochemical and Epigenetic Responses to Water Stress in Zea mays L. by Inducing a Higher Drought ToleranceFrontiers in Plant Science, 9
-
T. Sankey (2009)
Regional Assessment of Aspen Change and Spatial Variability on Decadal Time ScalesRemote. Sens., 1
-
C. LeRoy, T. Whitham, S. Wooley, J. Marks (2007)
Within-species variation in foliar chemistry influences leaf-litter decomposition in a Utah river, 26
-
M. Wulder, T. Loveland, D. Roy, C. Crawford, J. Masek, C. Woodcock, R. Allen, Martha Anderson, A. Belward, W. Cohen, J. Dwyer, A. Erb, F. Gao, P. Griffiths, D. Helder, T. Hermosilla, J. Hipple, P. Hostert, M. Hughes, J. Huntington, David Johnson, R. Kennedy, A. Kilic, Zhan Li, L. Lymburner, J. McCorkel, N. Pahlevan, T. Scambos, C. Schaaf, J. Schott, Y. Sheng, J. Storey, E. Vermote, J. Vogelmann, Joanne White, R. Wynne, Zhe Zhu (2019)
Current status of Landsat program, science, and applicationsRemote Sensing of Environment
-
Pietro Ceccatoa, Stéphane Flasseb, Stefano Tarantolac, Stéphane Jacquemoudd, Jean-Marie Grégoirea (2001)
Detecting vegetation leaf water content using reflectance in the optical domainRemote Sensing of Environment, 77
-
S. Cooke, C. Madliger, R. Cramp, J. Beardall, G. Burness, S. Chown, T. Clark, B. Dantzer, E. Barrera, N. Fangue, C. Franklin, A. Fuller, L. Hawkes, K. Hultine, K. Hunt, O. Love, Heath MacMillan, J. Mandelman, F. Mark, Lynn Martin, A. Newman, A. Nicotra, S. Robinson, Y. Ropert‐Coudert, J. Rummer, F. Seebacher, A. Todgham (2020)
Reframing conservation physiology to be more inclusive, integrative, relevant and forward-looking: reflections and a horizon scanConservation Physiology, 8
-
M. Hardisky (2008)
The Influence of Soil Salinity, Growth Form, and Leaf Moisture on-the Spectral Radiance of Spartina alterniflora Canopies -
T. Sankey, J. Leonard, M. Moore (2019)
Unmanned Aerial Vehicle − Based Rangeland Monitoring: Examining a Century of Vegetation ChangesRangeland Ecology & Management
-
Andrew Cunliffe, R. Brazier, K. Anderson (2016)
Ultra-fine grain landscape-scale quantification of dryland vegetation structure with drone-acquired structure-from-motion photogrammetryRemote Sensing of Environment, 183
-
T. Sankey, B. Dickson, S. Sesnie, O. Wang, A. Olsson, Luke Zachmann (2014)
WorldView-2 high spatial resolution improves desert invasive plant detection.Photogrammetric Engineering and Remote Sensing, 80
-
I. Laforest-Lapointe, J. Martínez‐Vilalta, J. Retana (2014)
Intraspecific variability in functional traits matters: case study of Scots pineOecologia, 175
-
V. González-Dugo, P. Zarco-Tejada, Emilio Nicolás, P. Nortes, J. Alarcón, D. Intrigliolo, Elias Fereres, E. Fereres (2013)
Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchardPrecision Agriculture, 14
-
T. Ault, J. Cole, J. Overpeck, G. Pederson, D. Meko (2014)
Assessing the Risk of Persistent Drought Using Climate Model Simulations and Paleoclimate DataJournal of Climate, 27
-
A. Stone, C. Gehring, N. Cobb, T. Whitham (2018)
Genetic-Based Susceptibility of a Foundation Tree to Herbivory Interacts With Climate to Influence Arthropod Community Composition, Diversity, and ResilienceFrontiers in Plant Science, 9
-
(2001)
Mapping crop water status: issues of scale in the detection of crop water stress using hyperspectral indices -
(2019)
UAV-derived estimates of forest structure for assessing restoration practices in ponderosa pine forest ecosystems. Remote Sensing in Ecology and Conservation -
L. Lamit, P. Busby, M. Lau, Z. Compson, T. Wojtowicz, Arthur Keith, Matthew Zinkgraf, J. Schweitzer, S. Shuster, C. Gehring, T. Whitham (2015)
Tree genotype mediates covariance among communities from microbes to lichens and arthropodsJournal of Ecology, 103
-
Nina Hewitt, Nicole Klenk, A. Smith, D. Bazely, N. Yan, S. Wood, J. MacLellan, C. Lipsig-Mummé, I. Henriques (2011)
Taking stock of the assisted migration debateBiological Conservation, 144
-
G. Farquhar, T. Sharkey (1982)
Stomatal conductance and photosynthesisAnnual Review of Plant Biology, 33
-
J. Wright, Gregory Ames, Rachel Mitchell (2016)
The more things change, the more they stay the same? When is trait variability important for stability of ecosystem function in a changing environmentPhilosophical Transactions of the Royal Society B: Biological Sciences, 371
-
Xin Zhao, Yitong Yuan, Mengdie Song, Yang Ding, Fenfang Lin, Dong Liang, Dongyan Zhang (2019)
Use of Unmanned Aerial Vehicle Imagery and Deep Learning UNet to Extract Rice LodgingSensors (Basel, Switzerland), 19
- Publisher
- Wiley
- Copyright
- © 2021 Published by John Wiley & Sons Ltd.
- eISSN
- 2056-3485
- DOI
- 10.1002/rse2.185
- Publisher site
- See Article on Publisher Site
Abstract
Journal
Remote Sensing in Ecology and Conservation – Wiley
Published: Jun 1, 2021
Keywords: ; ; ; ; ;