Corn biomass estimation by integrating remote sensing and long-term observation data based on machine learning techniques
2021
Geng, Liying, Che, Tao, Ma, Mingguo, Tan, Junlei, Wang, Haibo
Reflectance , Anisotropy
Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach
2021
Ma, Yuchi, Zhang, Zhou, Kang, Yanghui, Ozdogan, Mutlu
Land Use/Land Cover Classification , Reflectance , Anisotropy, Land Surface Temperature , Emissivity
Correcting PAR data from photovoltaic quantum sensors on remote weather stations on the Great Barrier Reef
2021
Nunez, Manuel, Cantin, Neal, Steinberg, Craig, van Dongen-Vogels, Virginie, Bainbridge, Scott
Reflectance , Albedo , Anisotropy
Comparing Three Remotely Sensed Approaches for Simulating Gross Primary
2021
Xie, Xinyao, Li, Ainong, Jin, Huaan, Bian, Jinhu, Zhang, Zhengjian, Nan, Xi
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Combining multi-spectral and thermal remote sensing to predict forest fire characteristics
2021
Maffei, Carmine, Lindenbergh, Roderik, Menenti, Massimo
Land Surface Temperature , Emissivity, Reflectance
Degradation of the Brazilian CerradoInteractions with human disturbance and environmental variables
2021
Lopes dos Santos, Gilsonley, Pereira, Marcos Gervasio, Delgado, Rafael Coll, Magistrali, Iris Cristiane, Gomes da Silva, Claudio, Magno Moreira de Oliveira, Carlos, Pedro Bessa Larangeira, Joao, Paula da Silva, Tiago
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Delineating fragmented grassland patches in the tropical region using multi-seasonal synthetic aperture radar (SAR) and optical satellite images
2021
Samrat, A., Devy, M. S., Ganesh, T.
Land Use/Land Cover Classification
Detectability and impact of repetitive surveys on threatened West
2021
Ahizi, Michel N., Kouman, Christine Y., Ouattara, Allassane, Kouame, NDri Pascal, Dede, Azani, Fairet, Emilie, Shirley, Matthew H.
Land Surface Temperature , Emissivity
Detection of delay in post-monsoon agricultural burning across Punjab, Indiapotential drivers and consequences for air quality
2021
Liu, Tianjia, Mickley, Loretta J, Gautam, Ritesh, Singh, Manoj K, DeFries, Ruth S, Marlier, Miriam E
Reflectance , Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Dengue disease dynamics are modulated by the combined influences of precipitation and landscape: A machine learning approach
2021
Francisco, Micanaldo Ernesto, Carvajal, Thaddeus M., Ryo, Masahiro, Nukazawa, Kei, Amalin, Divina M., Watanabe, Kozo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Derivation of high-resolution local thermal conditions from satellite-based data
2021
Firat Ors, Pelin, Mahdavi, Ardeshir
Land Surface Temperature , Emissivity, Reflectance , Albedo , Anisotropy
Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data
2021
Zhang, Qi, Ge, Linlin, Zhang, Ruiheng, Metternicht, Graciela Isabel, Du, Zheyuan, Kuang, Jianming, Xu, Min
Land Use/Land Cover Classification
DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting
2021
Gavahi, Keyhan, Abbaszadeh, Peyman, Moradkhani, Hamid
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity
Deficit in carbon uptake of vegetation on the British Iles during the 2018 European summer drought
2021
Queier, Manuel
Photosynthesis, Primary Production, Vegetation Productivity
Development and demonstration of a method for geo-to-leo ndvi transformation
2021
Obata, Kenta, Taniguchi, Kenta, Matsuoka, Masayuki, Yoshioka, Hiroki
Land Use/Land Cover Classification
Development of a consistent global long-term burned area product (1982-2018) based on AVHRR-LTDR data
2021
Oton, Gonzalo, Lizundia-Loiola, Joshua, Pettinari, M. Lucrecia, Chuvieco, Emilio
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Development of a global annual land surface phenology dataset for 1982-2018 from the AVHRR data by implementing multiple phenology retrieving methods
2021
Wu, Wei, Sun, Ying, Xiao, Kun, Xin, Qinchuan
Land Use/Land Cover Classification , Reflectance , Anisotropy, Plant Phenology, Enhanced Vegetation Index (EVI)
Determination of evaporative fluxes using a bench-scale atmosphere simulator
2021
Suchan, Jared, Azam, Shahid
Land Surface Temperature , Emissivity
Determination of inactive water quality variables by MODIS data: A case study in the Kzlrmak Delta-Balik Lake, Turkey
2021
Arman, Sema
Reflectance
Determination of surface albedo and snow/ice content variation using the MODIS data in the past two decades (20012020)
2021
Singh, D
Land Use/Land Cover Classification , Albedo , Anisotropy
Determining temporal uncertainty of a global inland surface water time series
2021
Mayr, Stefan, Klein, Igor, Rutzinger, Martin, Kuenzer, Claudia
Reflectance
Evaluating the benefits of chlorophyll fluorescence for in-season crop productivity forecasting
2021
Sloat, Lindsey L., Lin, Marena, Butler, Ethan E., Johnson, Dave, Holbrook, N. Michele, Huybers, Peter J., Lee, Jung-Eun, Mueller, Nathaniel D.
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo , Anisotropy, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
Evaluating the complementarity of solar, wind and hydropower to mitigate the impact of El Nino Southern Oscillation in Latin America
2021
Gonzalez-Salazar, Miguel, Poganietz, Witold Roger
Land Use/Land Cover Classification
Evaluation and comparison of Sentinel-2 MSI, Landsat 8 OLI, and EFFIS data for forest fires mapping. Illustrations from the summer 2017 fires in Tunisia
2021
Achour, Hammadi, Toujani, Ahmed, Trabelsi, Hichem, Jaouadi, Wahbi
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Evaluation and possible uncertainty source analysis of JAXA Himawari-8 aerosol optical depth product over China
2021
Gao, Ling, Chen, Lin, Li, Chengcai, Li, Jun, Che, Huizheng, Zhang, Yeping
Albedo , Anisotropy, Reflectance