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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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Title Year Author Topic Dataset
Incorporating Elevation in Traffic-Vehicle CO-Simulation: Issues, Impacts, and Solutions Xu, Guanhao, Zhou, Anye, Saroj, Abhilasha, Wang, Chieh Ross, Sujan, Vivek, Rodgers, Michael O., Chen, Jianfei Max, Calderon, Oriana, Wang, Zejiang RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Historical baselines reveal suitable conservation landscapes for Javan and Sumatran rhinoceros Granger, Matthew, Long, Barney, Hudson, Michael A., Barnes, Paul A., Hansford, James P., Brook, Sarah M., Groenenberg, Milou, Sharma, Amit, Mahmud, Rois, Khairani, Kurnia Oktavia, Sectionov, Steinmetz, Robert, Tu, I-Ting, Ma, Heidi, Turvey, Samuel T. Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability
Holocene evolution of Saharan vegetation revealed by paleoclimate simulations and machine learning Hao, Guangyao, Sun, Weiyi, Liu, Jian, Chen, Deliang, Ning, Liang, Shen, Cheng, Lu, Bo, Zhang, Xiao, Lu, Guonian Vegetation Index, Normalized Difference Vegetation Index (NDVI)
High-Resolution Downscaling of GRACE-Derived Groundwater Storage Anomalies using Stacking Ensemble Machine Learning in the Data-Scarce Tropical Catchments Karunarathna, S., Dissanayake, B. C., Gunawardhana, L., Rajapakse, L. Evapotranspiration, Latent Heat Flux, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff
High-resolution maize yield mapping across Africa using earth observation and machine learning, deep learning, and foundation model Halder, Krishnagopal, Ewert, Frank, Ghosh, Anitabha, Muduchuru, Kaushik, Sweet, Lily-belle, Elshawi, Radwa, Timko, Jan, Zheng, Wenhi, Alsafadi, Karam, Zhao, Gang, Maerker, Michael, Singh, Manmeet, Guoging, Lei, Gaiser, Thomas, Behrend, Dominik, Shi, Yue, Han, Liangxiu, Ryo, Masahiro, Srivastava, Amit Kumar Crop/Plant Yields, Landscape Patterns, Cropland
Host Community Traits Driving Crimean-Congo Hemorrhagic Fever Virus Xavier, Patricia, Perello, Alberto, Luque-Castro, Victor, Relimpio, David, Barroso, Patricia, Almeida, Virgilio, de la Fuente, Jose, Balseiro, Ana, Ruiz-Fons, Francisco, Gortazar, Christian Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Hotspots of timber species declines in Nigeria: evidence from species distribution models under climate and land use change Munder, Nina, Fremout, Tobias, Bello, Abubakar, Oluoch, Wyclife Agumba, Schmitt, Christine B., Muellner-Riehl, Alexandra N., Vidal Junior, Joao de Deus Land Use/Land Cover Classification, Land Use/Land Cover Classification, Urban Lands
GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation Wang, Shaoyu, Ryu, Youngryel, Dechant, Benjamin, Zhang, Helin, Feng, Huaize, Lee, Jeongho, Choi, Changhyun Reflectance
Human pressure and biodiversity modify forest resilience after extreme multi-year droughts Wu, Tianjing, Liu, Yanxu, Chen, Liangzhi, Fu, Zheng, Fu, Bojie, Li, Yan, Wu, Xutong, Ding, Jingyi, Li, Changjia, Wang, Shuai, Zhao, Wenwu, Gessler, Arthur Vegetation Index, Normalized Difference Vegetation Index (NDVI), Carbon, Cation Exchange Capacity, Organic Matter
Impact of Spatial Scale on Optical Earth Observation-Derived Seasonal Surface Water Extents Gaines, Mollie D., Tulbure, Mirela G., Perin, Vinicius, Boast, Darcy, Quiroz, Henry Castellanos, Composto, Rebecca, Tiwari, Varun, Caineta, Julio Reflectance, Total Surface Water
Impacts of inter-annual rainfall variability and hydrological cycle intensification on groundwater in an Amazon micro catchment de Brito, Alderlene Pimentel, Ferreira, Savio Jose Filgueiras, Gastmans, Didier, Pinel, Sebastien, Tomasella, Javier, da Silva, Marcio Luiz, Bastos, Alexandre Souza, de Brito, Walter Lucas Pimentel, Santarosa, Lucas Vituri, dos Santos, Zayra Christine Satyro, Wahnfried, Ingo Daniel Wetlands, Land Use/Land Cover Classification, Inundation
Impact of InterBasin Interactions on ENSOAssociated Hadley Circulation Adjustments Miao, Yujie, Lian, Tao, Wang, Ya, Yu, Yueyue, Hou, Yurong, Wang, Weiqi, Li, Yadi, Tao, Weichen, Li, Xichen Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, 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, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles
Impact of land-use change on ecosystem services in Africa's Great Green Wang, Yizhuo, Scott, Catherine E., Dallimer, Martin Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Evapotranspiration, Latent Heat Flux, Topographical Relief Maps, Terrain Elevation, Digital Elevation/Terrain Model (DEM)
Impacts of roads on the body condition of Amazonian stream fish Drager, Dennys Heilbuth Cachapuz, Leal, Cecilia, Salvador, Gilberto Nepomuceno, Carvalho, Debora Reis de, Pompeu, Paulo Santos, Ferraz, Gabriel Oliveira, Brejao, Gabriel Lourenco, Basilio, Pedro Henrique dos Santos, Rodrigues-Filho, Carlos Alberto de Sousa, Ferraz, Silvio Frosini de Barros, Maeoka, Leonardo Toshiaki Yabuke, Zuanon, Jansen, Montag, Luciano Fogaca de Assis, Alves Filho, Marcos Angelo, Leitao, Rafael Pereira Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Impacts of Climate Change, Human Activities, and Their Interactions on China's Gross Primary Productivity Diao, Yiwei, Lai, Jie, Huang, Lijun, Wang, Anzhi, Wu, Jiabing, Liu, Yage, Shen, Lidu, Zhang, Yuan, Cai, Rongrong, Fei, Wenli, Zhou, Hao RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Impact of niche shift on the spread of
Aedes aegypti
(Diptera: Culicidae) to and within Japan 		Yang, Chao, Komagata, Osamu, Kasai, Shinji, Higa, Yukiko Population Estimates, Socioeconomics, Land Use/Land Cover
Impact of Reoptimization Frequency on Dynamic Adaptation of Reservoir Control Policies under Climate Change Sunkara, Sai Veena, Herman, Jonathan D. Forest Composition/Vegetation Structure, Land Use/Land Cover Classification
Integrated hydrogeodynamic analysis for sustainable development along Shawky, Zeinab A., Khalil, Amin Esmail, Arafa-Hamed, Tark, Tharwat, Rasha, Basheer, Alhussein Adham RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Integrating and diversity in conservation planning Liang, Siqi P., Li, Binbin V., Huang, Ryan M., Pimm, Stuart L. RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Integrating causal inference and machine learning to quantify climate-malaria relationships: Evidence of temperature and rainfall thresholds from Colombian municipalities Gutierrez, Juan David Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Integrating physical drivers for wildfire hazard modelling in support of Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Initial Estimates of Soil Mercury Emissions Induced by Soil Heating During Global Wildfires Wang, Danyu, Chen, Long, Shen, Yuzhe, Chen, Qinzheng, Zhou, Qi, Ma, Tianqi, Yan, Jingjing, Li, Yumin, Wang, Yongjie, Yang, Yi Carbon, Cation Exchange Capacity, Organic Matter
Integrating Satellite and Climate Data for Crop Yield Prediction: Spatiotemporal Analysis and Neural Network based Model Zena H. Khalil Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Integrating species distribution models (SDM) in spatially explicit GIS-tools to support nature-sensitive urban planning Buhrs, Malte, Rienow, Andreas, Zepp, Harald Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height
2025 California Wildfire Observations Using Single FieldofView Sounder Atmospheric Products (SiFSAP) Lei, Liqiao, Liu, Xu, Wu, Wan, Xiong, Xiaozhen, Yang, Qiguang, Larar, Allen M. Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Types, Precipitation Rate, Emissivity, Skin Temperature, Sea Surface Temperature, Brightness Temperature, Infrared Radiance, Clouds, Cloud Frequency, REFLECTED INFRARED, Visible Radiance, Cloud Properties, Cloud Top Height, Cloud Emissivity, Aerosol Optical Depth/Thickness, Angstrom Exponent, Methane, Sulfur Dioxide
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