A Multi-Layer Perceptron Approach to Downscaling Geostationary Land Surface Temperature in Urban Areas
2024
Hurduc, Alexandra, Ermida, Sofia L., DaCamara, Carlos C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A machine learning approach for modeling the occurrence of the major intermediate hosts for schistosomiasis in East Africa
2024
Tabo, Zadoki, Breuer, Lutz, Fabia, Codalli, Samuel, Gorata, Albrecht, Christian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Land Use/Land Cover Classification
A machine learning model for estimating the temperature of small rivers using satellite-based spatial data
2024
Philippus, Daniel, Sytsma, Anneliese, Rust, Ashley, Hogue, Terri S.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset of annual TCI, VCI, VHI and TVDI with the resolution of 1 km in the Yellow River Basin (20032022)
2024
SHA, Yintao, LIU, Ge, ZHAO, Xiaoyang, DONG, Guanghua, JIN, Ning, XIA, Haoming
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset of downscaled monthly precipitation at 1 km resolution in Guangxi, China and ASEAN regions from 2001 to 2020
2024
ZHAO, Ning, QIU, Yubao, JIA, Guoqiang, SUN, Xiyan, FU, Wenxue
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature , Evapotranspiration , Photosynthesis, Primary Production, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
A Deep Learning Framework for Satellite-Derived Surface PM 2.5 Estimation: Enhancing Spatial Analysis in the United States
2024
Kayastha, Sagun Gopal, Ghahremanloo, Masoud, Park, Jincheol, Singh, Deveshwar, Westenbarger, David, Choi, Yunsoo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global assessment of the effects of solar farms on albedo, vegetation, and land surface temperature using remote sensing
2024
Xu, Zhengjie, Li, Yan, Qin, Yingzuo, Bach, Eviatar
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Albedo , Anisotropy
A new Multivariate Drought Severity Index to identify short-term
2024
Lenczuk, Artur, Ndehedehe, Christopher, Klos, Anna, Bogusz, Janusz
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A hydrogen isoscape for tracing the migration of herbivorous
2024
Ghouri, Sana, Reich, Megan S., LopezManas, Roger, Talavera, Gerard, Bowen, Gabriel J., Vila, Roger, Talla, Valery N. K., Collins, Steve C., Martins, Dino J., Bataille, Clement P.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A landscape persistence-based methodological framework for assessing ecological stability
2024
Lu, Da, Lu, Yihe, Gao, Guangyao, Sun, Siqi, Wang, Yi, Fu, Bojie
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A long-term high-resolution dataset of grasslands grazing intensity in China
2024
Wang, Daju, Peng, Qiongyan, Li, Xiangqian, Zhang, Wen, Xia, Xiaosheng, Qin, Zhangcai, Ren, Peiyang, Liang, Shunlin, Yuan, Wenping
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A novel AMSR2 retrieval algorithm for global C-band vegetation optical depth and soil moisture (AMSR2 IB): Parameters' calibration, evaluation and inter-comparison
2024
Wang, Mengjia, Ciais, Philippe, Frappart, Frederic, Tao, Shengli, Fan, Lei, Sun, Rui, Li, Xiaojun, Liu, Xiangzhuo, Wang, Huan, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content , Land Use/Land Cover Classification , Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Water Content, Skin Temperature
A novel approach for retrieving GPP of evergreen forest regions of India using random forest regression
2024
Sarkar, Deep Prakash, Uma Shankar, B., Ranjan Parida, Bikash
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A framework for optimizing environmental covariates to support model
2024
Kasraei, Babak, Schmidt, Margaret G., Zhang, Jin, Bulmer, Chuck E., Filatow, Deepa S., Arbor, Adrienne, Pennell, Travis, Heung, Brandon
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Comprehensive Analysis of Vegetation Dynamics and Their Response to
2024
He, Qingyan, Yang, Qianhua, Jiang, Shouzheng, Zhan, Cun
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A daily gap-free normalized difference vegetation index dataset from 1981 to 2023 in China
2024
Li, Huiwen, Cao, Yue, Xiao, Jingfeng, Yuan, Zuoqiang, Hao, Zhanqing, Bai, Xiaoyong, Wu, Yiping, Liu, Yu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
Annual 30-m maps of global grassland class and extent (20002022) based on spatiotemporal Machine Learning
2024
Parente, Leandro, Sloat, Lindsey, Mesquita, Vinicius, Consoli, Davide, Stanimirova, Radost, Hengl, Tomislav, Bonannella, Carmelo, Teles, Nathalia, Wheeler, Ichsani, Hunter, Maria, Ehrmann, Steffen, Ferreira, Laerte, Mattos, Ana Paula, Oliveira, Bernard, Meyer, Carsten, Sahin, Murat, Witjes, Martijn, Fritz, Steffen, Malek, Ziga, Stolle, Fred
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
Anuran occupancy varies with stream characteristics and flow across
2024
Huck, Margaret A., Bateman, Heather L., de Albuquerque, Fabio Suzart, Lewis, Jesse S.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Border fences reduce potential for transboundary migration of Marco Polo
2024
Zhuo, Yingying, Wang, Muyang, Liu, Zhongjun, Xu, Wenxuan, Abdulnazar, Abdulnazarov, Rajabi, Ali Madad, Davletbakov, Askar, Haider, Jibran, Khan, Muhammad Zafar, Loik, Nabiev, Faryabi, Sorosh Poya, Michel, Stefan, Ostrowski, Stephane, Moheb, Zalmai, Ruckstuhl, Kathreen, da Silva, Antonio Alves, Alves, Joana, Yang, Weikang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessment of drought in continental Chile for 19812023 by climate variables of water supply and demand, soil moisture, and vegetation
2024
Zambrano, Francisco, Duran-Llacer, Iongel
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessment of land degradation risks in the Loess Plateau
2024
Yu, Ziyue, Deng, Xiangzheng, Fu, Ping, Grebby, Stephen, Mangi, Eugenio
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessment of Landscape-Scale Fluxes of Carbon Dioxide and Methane in
2024
Delaria, Erin R., Wolfe, Glenn M., Blanock, Kaitlyn, Hannun, Reem, Thornhill, Kenneth Lee, Newman, Paul A., Lait, Leslie R., Kawa, S. Randy, Alvarez, Jessica, Blum, Spencer, CastanedaMoya, Edward, Holmes, Christopher, Lagomasino, David, Malone, Sparkle, Murphy, Dylan, Overbauer, Steven F., Pruett, Chandler, Serre, Aaron, Starr, Gregory, Szot, Robert, Troxler, Tiffany, Yannick, David, Poulter, Benjamin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height, Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass, Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide , Methane, GREENHOUSE GAS FLUX, Brightness Temperature, Surface Soil Moisture
Biodiversity and Wetting of Climate Alleviate Vegetation Vulnerability
2024
Zhang, Gengxi, Zhang, Shuyu, Wang, Huimin, Gan, Thian Yew, Fang, Hongyuan, Su, Xiaoling, Song, Songbai, Feng, Kai, Jiang, Tianliang, Huang, Jinbai, Xu, Pengcheng, Fu, Xiaolei
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Carbon , Cation Exchange Capacity, Organic Matter, Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Australia's Tinderbox Drought: An extreme natural event likely worsened by human-caused climate change
2024
Devanand, Anjana, Falster, Georgina M., Gillett, Zoe E., Hobeichi, Sanaa, Holgate, Chiara M., Jin, Chenhui, Mu, Mengyuan, Parker, Tess, Rifai, Sami W., Rome, Kathleen S., Stojanovic, Milica, Vogel, Elisabeth, Abram, Nerilie J., Abramowitz, Gab, Coats, Sloan, Evans, Jason P., Gallant, Ailie J. E., Pitman, Andy J., Power, Scott B., Rauniyar, Surendra P., Taschetto, Andrea S., Ukkola, Anna M.
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Automated generation of consistent annual maximum NDVI on coal bases with a new algorithm
2024
Li, Jun, Qin, Tingting, Zhang, Chengye, Zhang, Yicong, Zhang, Yaping, Shi, Haitao, Yang, Yihao
Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index