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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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Spatial food and nutrition security typologies for agriculture and food value chain interventions in Eastern DRC Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Towards Circumpolar Mapping of Arctic Settlements and Infrastructure Based on Sentinel-1 and Sentinel-2 Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Human Settlements
Using GIS and Machine Learning to Classify Residential Status of Urban Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
US national maps attributing forest change: 19862010 Carbon, Forest Composition/Vegetation Structure, Forests, Fire Disturbance, Deforestation, Wildfires
Weather hazard risk quantification for sUAS safety risk management Human Settlements, Urbanization/Urban Sprawl, Infrastructure, Population Density
A Mapping Framework to Characterize Land Use in the Sudan-Sahel Region Human Settlements, Urbanization/Urban Sprawl, Infrastructure
Mapping forest disturbance intensity in North and South Carolina using annual Landsat observations and field inventory data Carbon, Forest Composition/Vegetation Structure
Mapping fractional cover of major fuel type components across Alaskan tundra Total Surface Water, Land Use/Land Cover Classification
Mapping and monitoring of land use dynamics with their change hotspot in North 24-Parganas district, India: a geospatial-and statistical-based approach Land Use/Land Cover Classification
Mapping cropland extent of Southeast and Northeast Asia using multi-year time-series Landsat 30-m data using a random forest classifier on the Google Earth ... Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps
Mapping remote rural settlements at 30 m spatial resolution using geospatial data-fusion Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Human Settlements
Integrating Imaging Spectrometer and Synthetic Aperture Radar Data for Coastal, Wetlands, Wetlands, Biomass, Dominant Species, Salt Marsh, Vegetation Species
Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network Human Settlements, Urbanization/Urban Sprawl, Infrastructure
New 30 m resolution Hong Kong climate, vegetation, and topography rasters indicate greater spatial variation than global grids within an urban mosaic Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Object-based classification of forest disturbance types in the conterminous United States Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Brightness Temperature, Vegetation Index, Reflectance, Normalized Difference Vegetation Index (NDVI)
Environmental cooling provided by urban trees under extreme heat and cold waves in US cities Land Surface Temperature, Emissivity, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Forest Management
Evaluating the Effectiveness of Unmanned Aerial Systems (UAS) for Land Use/Land Cover Classification
Evaluating high-altitude Ramsar wetlands in the Eastern Himalayas Land Use/Land Cover Classification
Enhancement of large-scale flood risk assessments using building-material-based vulnerability curves for an object-based approach in urban and rural areas Boundaries, Sustainability, Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Conservation, Human Settlements, Urbanization/Urban Sprawl, Infrastructure
Finding a Suitable Niche for Cultivating Cactus Pear (Opuntia ficus-indica) as an Integrated Crop in Resilient Dryland Agroecosystems of India Land Use/Land Cover Classification
High-resolution mapping of aboveground biomass for forest carbon monitoring system in the Tri-State region of Maryland, Pennsylvania and Delaware, USA Biomass, Carbon, Forests, Canopy Characteristics, Vegetation Cover
Fusing MODIS and OLI images: evaluating applications to winterwheat mapping Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Largely underestimated carbon emission from land use and land cover change in the conterminous United States Nitrogen Compounds, Nitrogen Oxides, Carbon, Forest Composition/Vegetation Structure
Modeling an Indian megalopolis- A case study on adapting SLEUTH urban growth model Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Plant Uptake Offsets Silica Release From a Large Arctic Tundra Wildfire Brightness Temperature, Vegetation Index, Reflectance, Normalized Difference Vegetation Index (NDVI)
PEST-CHEMGRIDS, global gridded maps of the top 20 crop-specific pesticide application rates from 2015 to 2025 Pesticides, Fertilizers, Conservation, Sustainability, Vegetation Cover, Cropland, Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments
An approach to estimating forest biomass change over a coniferous forest landscape based on tree-level analysis from repeated lidar surveys Biomass, Carbon
Aboveground forest biomass based on OLSR and an ANN model integrating LiDAR and optical data in a mountainous region of China Biomass, Carbon
A review of global-local-global linkages in economic land-use/cover Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
A Review of Regional and Global Gridded Forest Biomass Datasets Biomass, Carbon, Forest Yields, Forests, Biomass Dynamics, Deforestation, Canopy Characteristics, Vegetation Cover
Carbon emissions from cropland expansion in the United States Biomass, Carbon
Assimilating remote sensing phenological information into the WOFOST model for rice growth simulation Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Conflation of expert and crowd reference data to validate global binary thematic maps Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Differing Sensitivities to Fire Disturbance Result in Large Differences Among Remotely Sensed Products of Vegetation Disturbance Carbon, Forest Composition/Vegetation Structure
Discipline and Develop: Destruction of the Brazil Nut Forest in the Lower Amazon Basin Land Use/Land Cover Classification
Disentangling climate and disturbance effects on regional vegetation greening trends Carbon, Forest Composition/Vegetation Structure
Remote sensing of the terrestrial carbon cycle: A review of advances Biomass, Carbon
The role of land cover change in Arctic-Boreal greening and browning trends Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Normalized Difference Vegetation Index (NDVI), Canopy Characteristics, Plant Phenology
swisslandstats-geopy: Python tools for the land statistics datasets from the Swiss Federal Statistical Office Canopy Characteristics, Plant Phenology
Socioeconomic and environmental predictors of estuarine shoreline hard armoring Brightness Temperature, Vegetation Index, Reflectance, Normalized Difference Vegetation Index (NDVI)
Spatial global assessment of the pest Bagrada hilaris (Burmeister) Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud ... Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
A General Workflow for Mapping Forest Disturbance History Using Pixel Based Time Series Analysis Carbon, Forest Composition/Vegetation Structure
A Phenology-Based Method to Map Cropping Patterns under a Wheat-Maize Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Natural climate solutions for the United States Biomass, Carbon, Forest Composition/Vegetation Structure, Droughts, Land Use/Land Cover, Litter Characteristics, Forests, Primary Production
Multidecadal changes and interannual variation in springtime phenology of North American temperate and boreal deciduous forests Canopy Characteristics, Plant Phenology
Integrating cloud-based workflows in continental-scale cropland extent classification Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Impact of drought on vegetation carbon storage in arid and semi-arid regions Land Use/Land Cover Classification
Development of Landsat-based annual US forest disturbance history maps (19862010) in support of the North American Carbon Program (NACP) Carbon, Forest Composition/Vegetation Structure, Afforestation/Reforestation, Forests, Land Use/Land Cover Classification
Effects of contemporary land-use and land-cover change on the carbon balance of terrestrial ecosystems in the United States Carbon, Forest Composition/Vegetation Structure

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