Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke
2020
Li, Lianfa, Girguis, Mariam, Lurmann, Frederick, Pavlovic, Nathan, McClure, Crystal, Franklin, Meredith, Wu, Jun, Oman, Luke D., Breton, Carrie, Gilliland, Frank, Habre, Rima
Aerosol Optical Depth/Thickness , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Environmental and biophysical controls of evapotranspiration from Seasonally Dry Tropical Forests (Caatinga) in the Brazilian Semiarid
2020
Marques, Thiago V., Mendes, Keila, Mutti, Pedro, Medeiros, Salomao, Silva, Lindenberg, Perez-Marin, Aldrin M., Campos, Suany, Lucio, Paulo S., Lima, Kellen, dos Reis, Jean, Ramos, Tarsila M., da Silva, Daniel F., Oliveira, Cristiano P., Costa, Gabriel B., Antonino, Antonio C.D., Menezes, Romulo S.C., Santos e Silva, Claudio M., Bezerra, Bergson
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)
Estimating ice retreat on Greenwich island Antarctica between 1956 and 2019 using optical and SAR imagery
2020
Fatras, Christophe, Fajardo Fernandez-Palma, Beatriz, Martillo, Carlos
REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance
Estimating impacts of dam development and landscape changes on suspended sediment concentrations in the Mekong River Basin's 3S tributaries
2020
Beveridge, Claire, Hossain, Faisal, Bonnema, Matthew
Land Use/Land Cover Classification
Estimating lake temperature profile and evaporation losses by leveraging MODIS LST data
2020
Zhao, Gang, Gao, Huilin, Cai, Ximing
Reflectance , Land Surface Temperature , Emissivity
Estimating leaf area index at 250M spatial resolution from MODIS data using general regression neural networks
2020
Zhang, Yunteng, Xiao, Zhiqiang
Reflectance
Estimating mangrove above-ground biomass loss due to deforestation in Malaysian Northern Borneo between 2000 and 2015 using SRTM and Landsat images
2020
Wong, Charissa J., James, Daniel, Besar, Normah A., Kamlun, Kamlisa U., Tangah, Joseph, Tsuyuki, Satoshi, Phua, Mui-How
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Estimating fractional green vegetation cover of Mongolian grasslands using digital camera images and MODIS satellite vegetation indices
2020
Kim, Jaebeom, Kang, Sinkyu, Seo, Bumsuk, Narantsetseg, Amratuvshin, Han, Youngji
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Forecasting time series albedo using NARnet based on EEMD decomposition
2020
Zhang, Guodong, Zhou, Hongmin, Wang, Changjing, Xue, Huazhu, Wang, Jindi, Wan, Huawei
Albedo , Anisotropy
Forecasting vegetation health in the MENA region by predicting vegetation indicators with machine learning models
2020
Perera, Sachi, Li, Wenzhao, Linstead, Erik, El-Askary, Hesham
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Forest age mapping based on multiple-resource remote sensing data
2020
Yang, Xiguang, Liu, Yuqi, Wu, Zechuan, Yu, Ying, Li, Fengri, Fan, Wenyi
Reflectance , Anisotropy, Albedo
Exploring difference in land surface temperature between the city centres and urban expansion areas of Chinas major cities
2020
Zhao, Jiyao, Yu, Le, Xu, Yidi, Li, Xuecao, Zhou, Yuyu, Peng, Dailiang, Liu, Han, Huang, Xiaomeng, Zhou, Zheng, Wang, Dong, Ren, Chao, Gong, Peng
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Exploring the spatio-temporal dynamics of winter rape on the middle reaches of Yangtze River valley using time-series MODIS data
2020
Tao, Jianbin, Wu, Wenbin, Liu, Wenbin, Xu, Meng
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Exploring the use of DSCOVR/EPIC satellite observations to monitor vegetation phenology
2020
Weber, Maridee, Hao, Dalei, Asrar, Ghassem R., Zhou, Yuyu, Li, Xuecao, Chen, Min
Land Use/Land Cover Classification
Forest productivity and carbon stock analysis from vegetation phenological indices using satellite remote sensing in Indonesia
2020
Nurda, Nety, Noguchi, Ryozo, Ahamed, Tofael
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
From ecology to remote sensing: using animals to map land cover
2020
Remelgado, Ruben, Safi, Kamran, Wegmann, Martin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Flash flood risk modeling of swat river sub-watershedA comparative analysis of morphometric ranking approach and El-Shamy approach
2020
Nasir, Muhammad Jamal, Iqbal, Javed, Ahmad, Waqas
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Fore-warning of early season agricultural drought condition over Indian region - a fractional wetness approach
2020
Das, Prabir Kumar, Das, Dilip Kumar, Midya, Subrata Kumar, Raj, Uday, Dadhwal, Vinay Kumar
Reflectance
Forecasting NDVI in multiple complex areas using neural network techniques combined feature engineering
2020
Cui, Changlu, Zhang, Wen, Hong, ZhiMing, Meng, LingKui
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Forecasting spatio-temporal dynamics on the land surface using earth observation dataA review
2020
Koehler, Jonas, Kuenzer, Claudia
Land Use/Land Cover Classification , 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), Evapotranspiration , Latent Heat Flux
Fractional evergreen forest cover mapping by MODIS time-series FEVC-CV methods at sub-pixel scales
2020
Yang, Yingying, Wu, Taixia, Wang, Shudong, Li, Hao
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Fractional vegetation coverage response to climatic factors based on grey relational analysis during the 2000-2017 growing season in Sichuan Province, China
2020
Li, Peng, He, Zhengwei, He, Dong, Xue, Dongjian, Wang, Ying, Cao, Shisong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Fracture aquifers identification in the Zou basin (West Africa) using remote sensing and GIS
2020
Oussou, Francis E., Yalo, Nicaise, Ndehedehe, Christopher E., Oloukoi, Joseph, Alassane, Abdoukarim, Boukari, Moussa, Gbewezoun, Vinel H. G.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Flood inundation mapping by combining GNSS-R signals with topographical information
2020
Unnithan, S L Kesav, Biswal, Basudev, Rudiger, Christoph
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Flood risk assessment for Davao Oriental in the Philippines using geographic information system-based multi-criteria analysis and the maximum entropy model
2020
Cabrera, Jonathan Salar, Lee, Han Soo
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps