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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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Multiple agricultural cropland products of South Asia developed using Landsat-8 30 m and MODIS 250 m data using machine learning on the Google Earth Engine ... Gumma, Murali Krishna, Thenkabail, Prasad S, Panjala, Pranay, Teluguntla, Pardhasaradhi, Yamano, Takashi, Mohammed, Ismail Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Increasing fire frequency and severity will increase habitat loss for a boreal forest indicator species Palm, Eric C., Suitor, Michael J., Joly, Kyle, Herriges, Jim D., Kelly, Allicia P., Hervieux, Dave, Russell, Kelsey L. M., Bentzen, Torsten W., Larter, Nicholas C., Hebblewhite, Mark Fire Occurrence, Forest Fire Science, Burned Area
Flood Hazard Mapping in Assam Using Sentinel-1 SAR Data Mudi, Sujoy, A, Jaya Prakash, Das, Pulakesh Land Use/Land Cover Classification
Estimation of Fractional Plant Lifeform Cover for the Conterminous United States Using Landsat Imagery and Airborne LiDAR Parra, Adriana, Greenberg, Jonathan A. Deserts, Reflectance, Forests, Grasslands, Forest Composition/Vegetation Structure, Land Use/Land Cover Classification, Alpine/Tundra
Evaluating photosynthetic activity across Arctic-Boreal land cover types using solar-induced fluorescence Cheng, Rui, Magney, Troy S, Orcutt, Erica L, Pierrat, Zoe, Kohler, Philipp, Bowling, David R, Bret-Harte, M Syndonia, Euskirchen, Eugenie S, Jung, Martin, Kobayashi, Hideki, Rocha, Adrian V, Sonnentag, Oliver, Stutz, Jochen, Walther, Sophia, Zona, Donatella, Frankenberg, Christian Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Snow Cover
Evaluating Statewide NAIP Photogrammetric Point Clouds for Operational Schroeder, Todd A., Obata, Shingo, Papes, Monica, Branoff, Benjamin Carbon, Forest Composition/Vegetation Structure
Evaluating hydrologic region assignment techniques for ungaged basins in Alaska, USA Barnhart, Theodore B., Farmer, William H., Hammond, John C., Sexstone, Graham A., Curran, Janet H., Koch, Joshua C., Driscoll, Jessica M. Total Surface Water, Land Use/Land Cover Classification
Evaluating methods to map burned area at 30-meter resolution in forests and agricultural areas of Central India Chandel, Abhinav, Sarwat, Wajida, Najah, Abdul, Dhanagare, Sujay, Agarwala, Meghna Wetlands, Forests, Burned Area, Fire Ecology, Fire Occurrence, Forest Fire Science
Empirical correction of systematic orthorectification error in Sentinel-2 velocity fields for Greenlandic outlet glaciers Chudley, Thomas R., Howat, Ian M., Yadav, Bidhyananda, Noh, Myoung-Jong Ice Velocity, Land Ice/Ocean Classification
Downscaling Global Gridded Crop Yield Data Products and Crop Water Productivity Mapping Using Remote Sensing Derived Variables in the South Asia Mohanasundaram, S., Kasiviswanathan, K. S., Purnanjali, C., Santikayasa, I. Putu, Singh, Shilpa Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Vegetation Cover, Cropland
Dispersal and fire limit Arctic shrub expansion Liu, Yanlan, Riley, William J., Keenan, Trevor F., Mekonnen, Zelalem A., Holm, Jennifer A., Zhu, Qing, Torn, Margaret S. Fire Occurrence, Forest Fire Science, Burned Area, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species
Dynamic Evolution Modeling of a Lake-Terminating Glacier in the Western Yan, Zhan, Zhang, Tong, Wang, Yuzhe, Leng, Wei, Ding, Minghu, Zhang, Dongqi, Xiao, Cunde Ice Velocity
Divergent impacts of crop diversity on caloric and economic yield Driscoll, Avery W, Leuthold, Sam J, Choi, Eunkyoung, Clark, Samantha M, Cleveland, Daniel M, Dixon, Mary, Hsieh, Marian, Sitterson, Jan, Mueller, Nathaniel D Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Fifty years of Landsat science and impacts Wulder, Michael A., Roy, David P., Radeloff, Volker C., Loveland, Thomas R., Anderson, Martha C., Johnson, David M., Healey, Sean, Zhu, Zhe, Scambos, Theodore A., Pahlevan, Nima, Hansen, Matthew, Gorelick, Noel, Crawford, Christopher J., Masek, Jeffrey G., Hermosilla, Txomin, White, Joanne C., Belward, Alan S., Schaaf, Crystal, Woodcock, Curtis E., Huntington, Justin L., Lymburner, Leo, Hostert, Patrick, Gao, Feng, Lyapustin, Alexei, Pekel, Jean-Francois, Strobl, Peter, Cook, Bruce D. Ice Velocity
How well do global snow products characterize snow storage in High Mountain Asia? Liu, Yufei, Fang, Yiwen, Li, Dongyue, Margulis, Steven A. Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Liquid Precipitation, Albedo, Snow Depth, Snow Water Equivalent, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Geopotential Height, Altitude, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
Evaluation of the accuracy of seven gridded satellite precipitation products over the Godavari River basin, India Reddy, N. M., Saravanan, S. Total Surface Precipitation Rate, Land Use/Land Cover Classification
Forest aboveground biomass in the southwestern United States from a MISR multi-angle index, 20002015 Chopping, Mark, Wang, Zhuosen, Schaaf, Crystal, Bull, Michael A., Duchesne, Rocio R. Biomass, Carbon, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation, LIDAR WAVEFORM, Plant Diseases/Disorders/Pests, Fire Occurrence, Burned Area, Droughts, Land Use/Land Cover, Litter Characteristics, Bidirectional Reflectance Factor, Reflectance
Forest disturbance detection in Garhwal Himalayas using MODIS NDVI time-series and BFAST model Singh, Ranjeet, Kumar, Parmanand, Pandey, Rajiv, Bala, Nirmalya Carbon, Forest Composition/Vegetation Structure
Forest structure and individual tree inventories of northeastern Siberia along climatic gradients Miesner, Timon, Herzschuh, Ulrike, Pestryakova, Luidmila A., Wieczorek, Mareike, Zakharov, Evgenii S., Kolmogorov, Alexei I., Davydova, Paraskovya V., Kruse, Stefan Forests, Infrared Imagery, Burned Area, Reforestation
Flood Risk and Inundation Mapping of Assam using an Approach based on Geospatial Technology Berlin, Anna C., Chowdhary, V. Rajesh, Menon, N. Vinod C. Land Use/Land Cover Classification
GIS-based assessment of land-agroforestry potentiality of Jharkhand State, India Ahmad, Firoz, Talukdar, Nazimur Rahman, Goparaju, Laxmi, Biradar, Chandrashekhar, Dhyani, Shiv Kumar, Rizvi, Javed Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Global food-security-support-analysis data at 30-m resolution (GFSAD30) cropland-extent productsDownload Analysis Oliphant, Adam, Thenkabail, Prasad, Teluguntla, Pardhasaradhi Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Vegetation Cover
Global hotspots of salt marsh change and carbon emissions Campbell, Anthony D., Fatoyinbo, Lola, Goldberg, Liza, Lagomasino, David Salt Marsh, Coastal, Salt Marsh
Global inventory of suitable, cultivable and available cropland under different scenarios and policies Schneider, Julia M., Zabel, Florian, Mauser, Wolfram Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Improving the local climate zone classification with building height, imperviousness, and machine learning for urban models Fung, Kwun Yip, Yang, Zong-Liang, Niyogi, Dev Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Habitat suitability modeling for the endangered Bengal slow loris (Nycticebus bengalensis) in the Indo-Chinese subregion of India: a case study from southern Assam ... Choudhury, Amir Sohail, Choudhury, Parthankar, Gassah, Rejoice Land Use/Land Cover Classification
Hotspot and trend analysis of forest fires and its relation to climatic factors in the western Himalayas Kumar, Sunil, Kumar, Amit Land Use/Land Cover Classification
How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing Duarte, Henrique F., Raczka, Brett M., Bowling, David R., Wang, Aihui, Buotte, Polly C., Lin, John C. Biomass, Carbon, Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification, Leaf Characteristics, Soil Chemistry, Soil Classification, Discharge, Soil Depth, Soil Moisture/Water Content, Albedo, Photosynthetically Active Radiation, Respiration Rate, Atmospheric Water Vapor, Runoff, Biogeochemical Cycles, Wind Speed, Humidity, Surface Temperature, Shortwave Downward Irradiance
Landsat-and Sentinel-derived glacial lake dataset in the ChinaPakistan Economic Corridor from 1990 to 2020 Lesi, Muchu, Nie, Yong, Shugar, Dan Hirsh, Wang, Jida, Deng, Qian, Chen, Huayong, Fan, Jianrong Glacial Lake Extent
Landscape Genomics Provides Evidence of Ecotypic Adaptation and a Barrier to Gene Flow at Treeline for the Arctic Foundation Species Eriophorum ... Stunz, Elizabeth, Fetcher, Ned, Lavretsky, Philip, Mohl, Jonathon E., Tang, Jianwu, Moody, Michael L. Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species
Lack of vegetation exacerbates exposure to dangerous heat in dense settlements in a tropical African city Van de Walle, J, Brousse, O, Arnalsteen, L, Brimicombe, C, Byarugaba, D, Demuzere, M, Jjemba, E, Lwasa, S, Misiani, H, Nsangi, G, Soetewey, F, Sseviiri, H, Thiery, W, Vanhaeren, R, Zaitchik, B F, van Lipzig, N P M Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Meta-analysis of uranium contamination in groundwater of the alluvial plains of Punjab, northwest India: Status, health risk, and hydrogeochemical processes Sahoo, Prafulla Kumar, Virk, Hardev Singh, Powell, Mike A., Kumar, Ravishankar, Pattanaik, Jitendra Kumar, Salomao, Gabriel Negreiros, Mittal, Sunil, Chouhan, Lokesh, Nandabalan, Yogalakshmi Kadapakkam, Tiwari, Raghavendra Prasad Land Use/Land Cover Classification
Modeling enhanced firn densification due to strain softening Oraschewski, Falk M., Grinsted, Aslak Ice Velocity, Land Ice/Ocean Classification, Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover
Prioritization of erosion prone areas based on a sediment yield index for conservation treatments: A case study of the upper Tapi River basin Palmate, Santosh S., Amrit, Kumar, Jadhao, Vikas G., Dayal, Deen, Himanshu, Sushil Kumar Land Use/Land Cover Classification
Predicting the distribution of arsenic in groundwater by a geospatial machine learning technique in the two most affected districts of Assam, India: The public health ... Nath, Bibhash, Chowdhury, Runti, NiMeister, Wenge, Mahanta, Chandan Land Use/Land Cover Classification
Petermann ice shelf may not recover after a future breakup Akesson, Henning, Morlighem, Mathieu, Nilsson, Johan, Stranne, Christian, Jakobsson, Martin Land Ice/Ocean Classification, Ice Velocity, Glacier Elevation/Ice Sheet Elevation
A statistical evaluation of Earth-observation-based composite drought indices for a localized assessment of agricultural drought in Pakistan Schwartz, Caily, Ellenburg, W. Lee, Mishra, Vikalp, Mayer, Timothy, Griffin, Robert, Qamer, Faisal, Matin, Mir, Tadesse, Tsegaye Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
An empirical algorithm to map perennial firn aquifers and ice slabs within the Greenland Ice Sheet using satellite L-band microwave radiometry Miller, Julie Z., Culberg, Riley, Long, David G., Shuman, Christopher A., Schroeder, Dustin M., Brodzik, Mary J. Albedo, Snow/Ice Temperature, Surface Melt, Water Vapor, Land Ice/Ocean Classification, Snow Grain Size, Surface Morphology, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover
A western United States snow reanalysis dataset over the Landsat era from water years 1985 to 2021 Fang, Yiwen, Liu, Yufei, Margulis, Steven A. Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Snow Depth, Snow Water Equivalent
A review of carbon monitoring in wet carbon systems using remote sensing Campbell, Anthony D, Fatoyinbo, Temilola, Charles, Sean P, Bourgeau-Chavez, Laura L, Goes, Joaquim, Gomes, Helga, Halabisky, Meghan, Holmquist, James, Lohrenz, Steven, Mitchell, Catherine, Moskal, L Monika, Poulter, Benjamin, Qiu, Han, Resende De Sousa, Celio H, Sayers, Michael, Simard, Marc, Stewart, Anthony J, Singh, Debjani, Trettin, Carl, Wu, Jinghui, Zhang, Xuesong, Lagomasino, David Burned Area, Fire Dynamics, Fire Occurrence, Wetlands, Forests, Fire Ecology, Wetlands, Coastal, Gross Primary Production (gpp), Intertidal Zone, Biomass, Canopy Characteristics, Dominant Species, Salt Marsh, Vegetation Species, Carbon, Biogeochemical Cycles
A Reconstruction of Irrigated Cropland Extent in China from 2000 to 2019 Using the Synergy of Statistics and Satellite-Based Datasets Bai, Minghao, Zhou, Shenbei, Tang, Ting Vegetation Cover, Cropland
A remote sensing-based approach to estimating the fire spread rate parameter for individual burn patch extraction Humber, Michael, Zubkova, Maria, Giglio, Louis Fire Occurrence, Fire Dynamics, Burned Area, Land Use/Land Cover Classification, Fire Ecology, Digital Elevation/Terrain Model (DEM), Dominant Species, Vegetation Index, Biomass
A Structural Equation Modeling Approach to Disentangling Regional-Scale Landscape Dynamics in Ghana Peeling, Julie A., Singh, Aditya, Judge, Jasmeet Albedo, Anisotropy, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Forest Management
Changes over the Last 35 Years in Alaska's Glaciated Landscape: A Novel Deep Learning Approach to Mapping Glaciers at Fine Temporal Granularity Roberts-Pierel, Ben M., Kirchner, Peter B., Kilbride, John B., Kennedy, Robert E. Ice Velocity
Changes over time matterA cycle of participatory sustainability assessment of organic coffee in Chiapas, Mexico Jimenez-Ortega, Aldo Daniel, Aguilar Ibarra, Alonso, Galeana-Pizana, J. Mauricio, Nunez, Juan Manuel Forest Management
Climate-induced fire regime amplification in Alberta, Canada Whitman, Ellen, Parks, Sean A, Holsinger, Lisa M, Parisien, Marc-Andre Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species
Climate Change Impact Assessment on Stream flow of Ganjal River, India Singh, Adarsh, Singh, Geeta Land Use/Land Cover Classification
Assessing the impact of land use and land cover changes on the water balances in an urbanized peninsular region of India Ganapathi, Harsh, Phukan, Mayuri, Vasudevan, Preethi, Palmate, Santosh S. Land Use/Land Cover Classification
Assessing the influence of land use/land cover alteration on climate variabilityAn analysis in the Aurangabad District of Maharashtra state, India Masroor, Md, Avtar, Ram, Sajjad, Haroon, Choudhari, Pandurang, Kulimushi, Luc Cimusa, Khedher, Khaled Mohamed, Komolafe, Akinola Adesuji, Yunus, Ali P., Sahu, Netrananda Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Biodiversity Status, Issues, and Challenges: Trees and Shrubs Ahmad, Mustaqeem, Batish, Daizy R., Singh, Harminder Pal Land Use/Land Cover Classification
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