Machine learning-based aerosol characterization using OCO-2 O2 A-band observations
2022
Chen, Sihe, Natraj, Vijay, Zeng, Zhao-Cheng, Yung, Yuk L.
Reflectance , Albedo , Anisotropy
Machine Learning-Based Approach Using Open Data to Estimate PM2.5 over Europe
2022
Ibrahim, Saleem, Landa, Martin, Pesek, Ondrej, Brodsky, Lukas, Halounova, Lena
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based landslide susceptibility assessment with optimized ratio of landslide to non-landslide samples
2022
Yang, Can, Liu, Lei-Lei, Huang, Faming, Huang, Lei, Wang, Xiao-Mi
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Machine-Learning-Based Regional Yield Forecasting for Sugarcane Crop in Uttar Pradesh, India
2022
Nihar, Ashmitha, Patel, N. R., Danodia, Abhishek
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux
Madagascar's extraordinary biodiversity: Threats and opportunities
2022
Ralimanana, Helene, Perrigo, Allison L., Smith, Rhian J., Borrell, James S., Faurby, Sren, Rajaonah, Mamy Tiana, Randriamboavonjy, Tianjanahary, Vorontsova, Maria S., Cooke, Robert S. C., Phelps, Leanne N., Sayol, Ferran, Andela, Niels, Andermann, Tobias, Andriamanohera, Andotiana M., Andriambololonera, Sylvie, Bachman, Steven P., Bacon, Christine D., Baker, William J., Belluardo, Francesco, Birkinshaw, Chris, Cable, Stuart, Canales, Nataly A., Carrillo, Juan D., Clegg, Rosie, Clubbe, Colin, Crottini, Angelica, Damasco, Gabriel, Dhanda, Sonia, Edler, Daniel, Farooq, Harith, de Lima Ferreira, Paola, Fisher, Brian L., Forest, Felix, Gardiner, Lauren M., Goodman, Steven M., Grace, Olwen M., Guedes, Thais B., Hackel, Jan, Henniges, Marie C., Hill, Rowena, Lehmann, Caroline E. R., Lowry, Porter P., Marline, Lovanomenjanahary, Matos-Maravi, Pavel, Moat, Justin, Neves, Beatriz, Nogueira, Matheus G. C., Onstein, Renske E., Papadopulos, Alexander S. T., Perez-Escobar, Oscar A., Phillipson, Peter B., Pironon, Samuel, Przelomska, Natalia A. S., Rabarimanarivo, Marina, Rabehevitra, David, Raharimampionona, Jeannie, Rajaonary, Fano, Rajaovelona, Landy R., Rakotoarinivo, Mijoro, Rakotoarisoa, Amedee A., Rakotoarisoa, Solofo E., Rakotomalala, Herizo N., Rakotonasolo, Franck, Ralaiveloarisoa, Berthe A., Ramirez-Herranz, Myriam, Randriamamonjy, Jean Emmanuel N., Randrianasolo, Vonona, Rasolohery, Andriambolantsoa, Ratsifandrihamanana, Anitry N., Ravololomanana, Noro, Razafiniary, Velosoa, Razanajatovo, Henintsoa, Razanatsoa, Estelle, Rivers, Malin, Silvestro, Daniele, Testo, Weston, Torres Jimenez, Maria F., Walker, Kim, Walker, Barnaby E., Wilkin, Paul, Williams, Jenny, Ziegler, Thomas, Zizka, Alexander, Antonelli, Alexandre
Population Density, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Madagascar's fire regimes challenge global assumptions about landscape degradation
2022
Phelps, Leanne N., Andela, Niels, Gravey, Mathieu, Davis, Dylan S., Kull, Christian A., Douglass, Kristina, Lehmann, Caroline E. R.
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Reflectance , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Mapping native and non-native vegetation in the Brazilian Cerrado using freely available satellite products
2022
Lewis, Kennedy, de V. Barros, Fernanda, Cure, Marcio B., Davies, Christian A., Furtado, Mariana N., Hill, Timothy C., Hirota, Marina, Martins, Demetrius L., Mazzochini, Guilherme G., Mitchard, Edward T. A., Munhoz, Cassia B. R., Oliveira, Rafael S., Sampaio, Alexandre B., Saraiva, Nicholas A., Schmidt, Isabel B., Rowland, Lucy
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Mapping of Soil Organic Carbon Stocks Based on Aerial Photography in a
2022
Lian, Jie, Gong, Xiangwen, Wang, Xinyuan, Wang, Xuyang, Zhao, Xueyong, Li, Xin, Su, Na, Li, Yuqiang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Magnitudes and patterns of large-scale permafrost ground deformation revealed by Sentinel-1 InSAR on the central Qinghai-Tibet Plateau
2022
Chen, Jie, Wu, Tonghua, Zou, Defu, Liu, Lin, Wu, Xiaodong, Gong, Wenyu, Zhu, Xiaofan, Li, Ren, Hao, Junming, Hu, Guojie, Pang, Qiangqiang, Zhang, Jing, Yang, Sizhong
Land Surface Temperature , Emissivity
Majority of artificially lit Earth surface associated with the non-urban population
2022
Cox, D.T.C., Sanchez de Miguel, A., Bennie, J., Dzurjak, S.A., Gaston, K.J.
Land Use/Land Cover Classification
Making use of the complementarity of hydropower and variable renewable energy in Latin America: A probabilistic analysis
2022
Gonzalez-Salazar, Miguel, Roger Poganietz, Witold
Land Use/Land Cover Classification
Management practices should be strengthened in high potential vegetation productivity areas based on vegetation phenology assessment on the Qinghai-Tibet Plateau
2022
Liu, Hua, Liu, Shiliang, Wang, Fangfang, Liu, Yixuan, Yu, Lu, Wang, Qingbo, Sun, Yongxiu, Li, Mingqi, Sun, Jian, Han, Zhenli
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping homogeneous regions for flash floods using machine learningA case study in Jiangxi province, China
2022
Zhang, Ruojing, Chen, Yuehong, Zhang, Xiaoxiang, Ma, Qiang, Ren, Liliang
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Mapping irrigated croplands in China using a synergetic training sample generating method, machine learning classifier, and Google Earth Engine
2022
Zhang, Chao, Dong, Jinwei, Xie, Yanhua, Zhang, Xuezhen, Ge, Quansheng
Reflectance
Leveraging remotely-sensed vegetation indices to evaluate crop coefficients and actual irrigation requirements in the water-stressed Maipo River Basin of ...
2022
Goffin, Benjamin D., Thakur, Rishudh, Da Conceicao Carlos, Sarah, Srsic, Duncan, Williams, Caroline, Ross, Kenton, Neira-Roman, Fernando, Cortes-Monroy, Carlos Calvo, Lakshmi, Venkataraman
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
LGHAPThe Long-term Gap-free High-resolution Air Pollutant concentration dataset, derived via tensor-flow-based multimodal data fusion
2022
Bai, Kaixu, Li, Ke, Ma, Mingliang, Li, Kaitao, Li, Zhengqiang, Guo, Jianping, Chang, Ni-Bin, Tan, Zhuo, Han, Di
Aerosol Optical Depth/Thickness , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Lightning patterns in the PantanalUntangling natural and anthropogenic-induced wildfires
2022
Menezes, Lucas S., de Oliveira, Aline M., Santos, Filippe L.M., Russo, Ana, de Souza, Rodrigo A.F., Roque, Fabio O., Libonati, Renata
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Long-term observed evapotranspiration and its variation caused by anthropogenic controls in an ecofragile region
2022
Xie, Zongxu, Yang, Hanbo, Lv, Huafang, Lei, Huimin, Yang, Dawen
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Long-term reconstruction of satellite-based precipitation, soil moisture, and snow water equivalent in China
2022
Yang, Wencong, Yang, Hanbo, Li, Changming, Wang, Taihua, Liu, Ziwei, Hu, Qingfang, Yang, Dawen
Snow Cover
Long-term relationships of MODIS NDVI with rainfall, land surface temperature, surface soil moisture and groundwater storage over monsoon core region of India
2022
Naga Rajesh, A., Abinaya, S., Purna Durga, G., Lakshmi Kumar, T. V.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Long-Term Series of Chlorophyll-a Concentration in Brazilian Semiarid Lakes from Modis Imagery
2022
Ventura, Dhalton Luiz Tosetto, Martinez, Jean-Michel, de Attayde, Jose Luiz, Martins, Eduardo Savio Passos Rodrigues, Brandini, Nilva, Moreira, Luciane Silva
Reflectance
Long-Term Spatiotemporal Patterns and Evolution of Regional Heat Islands in the BeijingTianjinHebei Urban Agglomeration
2022
Xu, Hongchao, Li, Chunlin, Wang, Hao, Zhou, Rui, Liu, Miao, Hu, Yuanman
Land Surface Temperature , Emissivity
Long-term surface water mapping in the Pearl River Delta based on multiple satellite images
2022
Hu, Mengmeng, Xia, Beicheng, Wang, Yafei, Jiao, Mengyu, Wu, Maoquan
Reflectance , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Long-term topographic effect on remotely sensed vegetation index-based gross primary productivity (GPP) estimation at the watershed scale
2022
Xie, Xinyao, Tian, Jie, Wu, Changlin, Li, Ainong, Jin, Huaan, Bian, Jinhu, Zhang, Zhengjian, Nan, Xi, Jin, Yuan
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Land Surface Temperature , Emissivity
Monitoring ecological and environmental stress patterns over the past two decades in the Mekong River basin
2022
Li, Yubin, Schaffer-Smith, Danica, Myint, Soe W., Zhu, Yuanhui
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)