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Publications Citing ETM+ Data

Read peer-reviewed publications that cite data collected by the Enhanced Thematic Mapper Plus (ETM+).

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Validation of terrestrial biogeochemistry in CMIP6 Earth system models: a review Spafford, Lynsay, MacDougall, Andrew H. REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Biomass, Carbon, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile, Cation Exchange Capacity, Organic Matter, Litter Characteristics
Upland Migration of North American Salt Marshes Torio, Dante D., Chmura, Gail L. Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Urban surface water flood modellinga comprehensive review of current models and future challenges Guo, Kaihua, Guan, Mingfu, Yu, Dapeng Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
A cross-scale assessment of productivitydiversity relationships Craven, Dylan, van der Sande, Masha T., Meyer, Carsten, Gerstner, Katharina, Bennett, Joanne M., Giling, Darren P., Hines, Jes, Phillips, Helen R. P., May, Felix, BannarMartin, Katherine H., Chase, Jonathan M., Keil, Petr Forest Mensuration, Forests, Land Use/Land Cover Classification
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks Qiu, Chunping, Schmitt, Michael, Gei, Christian, Chen, Tzu-Hsin Karen, Zhu, Xiao Xiang Human Settlements, Urbanization/Urban Sprawl, Infrastructure
A new framework to map fine resolution cropping intensity across the globeAlgorithm, validation, and implication Liu, Chong, Zhang, Qi, Tao, Shiqi, Qi, Jiaguo, Ding, Mingjun, Guan, Qihui, Wu, Bingfang, Zhang, Miao, Nabil, Mohsen, Tian, Fuyou, Zeng, Hongwei, Zhang, Ning, Bavuudorj, Ganbat, Rukundo, Emmanuel, Liu, Wenjun, Bofana, Jose, Beyene, Awetahegn Niguse, Elnashar, Abdelrazek Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Plant Phenology
Malaria Exposure in Ann Township, Myanmar, as a Function of Land Cover HoffmanHall, Amanda, Puett, Robin, Silva, Julie A., Chen, Dong, Baer, Allison, Han, Kay Thwe, Han, Zay Yar, Thi, Aung, Htay, Thura, Thein, Zaw Win, Aung, Poe Poe, Plowe, Christopher V., Nyunt, Myaing Myaing, Loboda, Tatiana V. Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Mapping crop types in southeast India with smartphone crowdsourcing and deep learning Wang, Sherrie, Di Tommaso, Stefania, Faulkner, Joey, Friedel, Thomas, Kennepohl, Alexander, Strey, Rob, Lobell, David B. Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Mapping croplands of Europe, middle east, russia, and central asia using landsat, random forest, and google earth engine Phalke, Aparna R., Ozdogan, Mutlu, Thenkabail, Prasad S., Erickson, Tyler, Gorelick, Noel, Yadav, Kamini, Congalton, Russell G. Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Limitations of cloud cover for optical remote sensing of agricultural areas across South America Prudente, Victor Hugo Rohden, Martins, Vitor Souza, Vieira, Denis Corte, Silva, Nildson Rodrigues de Franca e, Adami, Marcos, Sanches, Ieda DelArco Aerosol Optical Depth/Thickness, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Extensive land cover change across ArcticBoreal Northwestern North America from disturbance and climate forcing Wang, Jonathan A., SullaMenashe, Damien, Woodcock, Curtis E., Sonnentag, Oliver, Keeling, Ralph F., Friedl, Mark A. Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species
Effects of distance from canal and degradation history on peat bulk density in a degraded tropical peatland Sinclair, Amanda L., Graham, Laura L.B., Putra, Erianto I., Saharjo, Bambang H., Applegate, Grahame, Grover, Samantha P., Cochrane, Mark A. Total Surface Precipitation Rate, Wetlands, Forests, Burned Area, Fire Ecology
Forest Drought Response Index (ForDRI): A New Combined Model to Monitor Forest Drought in the Eastern United States Tadesse, Tsegaye, Hollinger, David, Bayissa, Yared, Svoboda, Mark, Fuchs, Brian, Zhang, Beichen, Demissie, Getachew, Wardlow, Brian, Bohrer, Gil, Clark, Kenneth, Desai, Ankur, Gu, Lianhong, Noormets, Asko, Novick, Kimberly, Richardson, Andrew Plant Phenology, Nitrogen, Atmospheric Carbon Dioxide, Tree Rings, Forests, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Carbon
Forest Potential Productivity Mapping by Linking Remote-Sensing-Derived Metrics to Site Variables Rahimzadeh-Bajgiran, Parinaz, Hennigar, Chris, Weiskittel, Aaron, Lamb, Sean Carbon, Forest Composition/Vegetation Structure
Greenland liquid water discharge from 1958 through 2019 Mankoff, Kenneth D., Noel, Brice, Fettweis, Xavier, Ahlstrm, Andreas P., Colgan, William, Kondo, Ken, Langley, Kirsty, Sugiyama, Shin, van As, Dirk, Fausto, Robert S. Land Ice/Ocean Classification, Surface Morphology
Global declines in humandriven mangrove loss Goldberg, Liza, Lagomasino, David, Thomas, Nathan, Fatoyinbo, Temilola Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Coastal, Anthropogenic/Human Influenced Ecosystems
Flood risk forecasting at weather to medium range incorporating weather model, topography, socio-economic information and land use exposure Tripathy, Shrabani S., Vittal, Hari, Karmakar, Subhankar, Ghosh, Subimal Land Use/Land Cover Classification
Flood susceptibility mapping of the Western Ghat coastal belt using multi-source geospatial data and analytical hierarchy process (AHP) Das, Sumit Land Use/Land Cover Classification
Glacier algae accelerate melt rates on the south-western Greenland Ice Sheet Cook, Joseph M., Tedstone, Andrew J., Williamson, Christopher, McCutcheon, Jenine, Hodson, Andrew J., Dayal, Archana, Skiles, McKenzie, Hofer, Stefan, Bryant, Robert, McAree, Owen, McGonigle, Andrew, Ryan, Jonathan, Anesio, Alexandre M., Irvine-Fynn, Tristram D. L., Hubbard, Alun, Hanna, Edward, Flanner, Mark, Mayanna, Sathish, Benning, Liane G., van As, Dirk, Yallop, Marian, McQuaid, James B., Gribbin, Thomas, Tranter, Martyn Land Ice/Ocean Classification
Implications of climate variability and changing seasonal hydrology for subarctic riverbank erosion Brown, Dana R. N., Brinkman, Todd J., Bolton, W. Robert, Brown, Caroline L., Cold, Helen S., Hollingsworth, Teresa N., Verbyla, David L. Normalized Difference Vegetation Index (NDVI), Reclamation/Revegetation/Restoration, Reclamation/Revegetation/Restoration, Erosion
Fusion of Multiple Gridded Biomass Datasets for Generating a Global Zhang, Yuzhen, Liang, Shunlin Biomass, Canopy Characteristics, Vegetation Cover, Biomass Dynamics, Carbon, Forests, Forest Yields, Nitrogen, Nitrogen, Carbon, Soil Depth, Soil Bulk Density, Leaf Characteristics, Soil Chemistry, Forest Composition/Vegetation Structure
Harmonized global maps of above and belowground biomass carbon density in the year 2010 Spawn, Seth A., Sullivan, Clare C., Lark, Tyler J., Gibbs, Holly K. Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Biomass, Forests, Grasslands, Alpine/Tundra, Vegetation Index
Large wood inhibits debris flow runout in forested southeast Alaska Booth, Adam M., Sifford, Christian, Vascik, Bryce, Siebert, Cora, Buma, Brian Forest Mensuration, Forests, Land Use/Land Cover Classification
Large-scale crop mapping from multisource remote sensing images in Google Earth Engine Liu, Xinkai, Zhai, Han, Shen, Yonglin, Lou, Benke, Jiang, Changmin, Li, Tianqi, Hussain, Sayed Bilal, Shen, Guoling Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Large climate mitigation potential from adding trees to agricultural Chapman, Melissa, Walker, Wayne S., CookPatton, Susan C., Ellis, Peter W., Farina, Mary, Griscom, Bronson W., Baccini, Alessandro Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Outlining where humans live, the World Settlement Footprint 2015 Marconcini, Mattia, Metz-Marconcini, Annekatrin, Ureyen, Soner, Palacios-Lopez, Daniela, Hanke, Wiebke, Bachofer, Felix, Zeidler, Julian, Esch, Thomas, Gorelick, Noel, Kakarla, Ashwin, Paganini, Marc, Strano, Emanuele Human Settlements, Urbanization/Urban Sprawl, Infrastructure
Policy atlas on food and nutrition security: Rwanda Marivoet, Wim, Ulimwengu, John M., Sall, Leysa Maty Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Rapid worldwide growth of glacial lakes since 1990 Shugar, Dan H., Burr, Aaron, Haritashya, Umesh K., Kargel, Jeffrey S., Watson, C. Scott, Kennedy, Maureen C., Bevington, Alexandre R., Betts, Richard A., Harrison, Stephan, Strattman, Katherine Glacial Lake Extent
Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the ... Gumma, Murali Krishna, Thenkabail, Prasad S., Teluguntla, Pardhasaradhi G., Oliphant, Adam, Xiong, Jun, Giri, Chandra, Pyla, Vineetha, Dixit, Sreenath, Whitbread, Anthony M Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
A systematic evaluation of influence of image selection process on remote sensing-based burn severity indices in North American boreal forest and tundra ecosystems Chen, Dong, Loboda, Tatiana V., Hall, Joanne V. Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Fire Occurrence, Forest Fire Science, Burned Area
Brief communication: Mapping Greenland's perennial firn aquifers using enhanced-resolution L-band brightness temperature image time series Miller, Julie Z., Long, David G., Jezek, Kenneth C., Johnson, Joel T., Brodzik, Mary J., Shuman, Christopher A., Koenig, Lora S., Scambos, Ted A. Albedo, Snow/Ice Temperature, Surface Melt, Water Vapor, Land Ice/Ocean Classification
Comparison of MODIS Land Surface Temperature and Air Temperature Over Global in 2015 Zhang, Ping, Wolfe, Robert, Bounoua, Lahouari Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Assessing the spatiotemporal variation in anthropogenic heat and its impact on the surface thermal environment over global land areas Jin, Kai, Wang, Fei, Wang, Shaoxia Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Beyond slash-and-burn: The roles of human activities, altered hydrology and fuels in peat fires in Central Kalimantan, Indonesia Goldstein, Jenny E., Graham, Laura, Ansori, Sofyan, Vetrita, Yenni, Thomas, Andri, Applegate, Grahame, Vayda, Andrew P., Saharjo, Bambang H., Cochrane, Mark A. Wetlands, Forests, Burned Area, Fire Ecology
Brief communication: Comparing hydrological and hydrogeomorphic paradigms for global flood hazard mapping Di Baldassarre, Giuliano, Nardi, Fernando, Annis, Antonio, Odongo, Vincent, Rusca, Maria, Grimaldi, Salvatore Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Development of a global 30 m impervious surface map using multisource and multitemporal remote sensing datasets with the Google Earth Engine platform Zhang, Xiao, Liu, Liangyun, Wu, Changshan, Chen, Xidong, Gao, Yuan, Xie, Shuai, Zhang, Bing Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Human Settlements, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
COSMO-BEP-Tree v1. 0: a coupled urban climate model with explicit representation of street trees Mussetti, Gianluca, Brunner, Dominik, Henne, Stephan, Allegrini, Jonas, Krayenhoff, E. Scott, Schubert, Sebastian, Feigenwinter, Christian, Vogt, Roland, Wicki, Andreas, Carmeliet, Jan Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Boundaries, Sustainability, Anthropogenic/Human Influenced Ecosystems, Conservation
Critical land change information enhances the understanding of carbon balance in the United States Liu, Jinxun, Sleeter, Benjamin M., Zhu, Zhiliang, Loveland, Thomas R., Sohl, Terry, Howard, Stephen M., Key, Carl H., Hawbaker, Todd, Liu, Shuguang, Reed, Bradley, Cochrane, Mark A., Heath, Linda S., Jiang, Hong, Price, David T., Chen, Jing M., Zhou, Decheng, Bliss, Norman B., Wilson, Tamara, Sherba, Jason, Zhu, Qiuan, Luo, Yiqi, Poulter, Benjamin Biomass, Carbon
Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network Waldner, Francois, Diakogiannis, Foivos I. Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Quantification of the land potential for scaling agroforestry in South Asia Ahmad, Firoz, Uddin, Md. Meraj, Goparaju, Laxmi, Rizvi, Javed, Biradar, Chandrashekhar Vegetation Cover, Cropland
Threats on conservation associated to land-use in the terrestrial ecoregions of Argentina Nanni, A. Sofia, Piquer Rodriguez, Maria, Rodriguez, Daniela, Nunez Regueiro, Mauricio, Periago, M. Eugenia, Aguiar, Sebastian, Ballari, Sebastian, Blundo, Cecilia, Derlindati, Enrique, Di Blanco, Yamil, Eljall, Ana, Grau, H. Ricardo, Herrera, Lorena, Huertas Herrera, Alejandro, Izquierdo, Andrea Elisa, Lescano, Julian N., Macchi, Leandro, Mazzini, Flavia, Milkovic, Mayra, Montti, Lia, Paviolo, Agustin, Pereyra, Mariana, Quintana, Ruben, Quiroga, Veronica, Renison, Daniel, Santos Beade, Mario, Schaaf, Alejandro, Gasparri, N. Ignacio Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
The State of Land Use in Northern Nigeria Sedano, Fernando, Molini, Vasco, Azad, M Abul Kalam Human Settlements, Urbanization/Urban Sprawl, Infrastructure
The role of land use conversion in shaping the land cover of the Central American Dry Corridor Gotlieb, Yosef, Garcia Giron, Jorge Daniel Human Settlements, Urbanization/Urban Sprawl, Infrastructure, Population Estimates
Spatiotemporal tracking of carbon emissions and uptake using time series analysis of Landsat data: A spatially explicit carbon bookkeeping model Tang, Xiaojing, Hutyra, Lucy R., Arevalo, Paulo, Baccini, Alessandro, Woodcock, Curtis E., Olofsson, Pontus Forests, Deforestation, Biomass
The age of surface-exposed ice along the northern margin of the Greenland Ice Sheet MacGregor, Joseph A., Fahnestock, Mark A., Colgan, William T., Larsen, Nicolaj K., Kjeldsen, Kristian K., Welker, Jeffrey M. Land Ice/Ocean Classification
The Carbon Cycle Influence on Tornadoes Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Air Temperature, Carbon Monoxide, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Geopotential Height, Methane, Outgoing Longwave Radiation, Atmospheric Ozone, Total Precipitable Water, Sea Surface Temperature, Surface Pressure, Surface Temperature, Sulfur Dioxide, Tropopause, Tropospheric Ozone, Upper Air Temperature, Water Vapor Profiles, Cloud Liquid Water/Ice, Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Brightness Temperature
Seasonal variability of soil moisture-precipitation feedbacks over India Huggannavar, Vinayak, Indu, J. Land Use/Land Cover Classification
Synergistic use of remote sensing, GIS and hydrological models for study of august 2018 Kerala floods Thakur, P. K., Ranjan, R., Singh, S., Dhote, P. R., Sharma, V., Srivastav, V., Dhasmana, M., Aggarwal, S. P., Chauhan, P., Nikam, B. R., Garg, V., Chouksey, A. Land Use/Land Cover Classification
Snow property inversion from remote sensing (SPIReS): A generalized multispectral unmixing approach with examples from MODIS and Landsat 8 OLI Bair, Edward H., Stillinger, Timbo, Dozier, Jeff Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Reflectance, Total Surface Water, Forest Management, Snow Depth
Small fires, frequent clouds, rugged terrain and no training data: a methodology to reconstruct fire history in complex landscapes Fornacca, Davide, Ren, Guopeng, Xiao, Wen Wetlands, Forests, Burned Area, Fire Ecology
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