Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran
2019
Zeraatpisheh, Mojtaba, Ayoubi, Shamsollah, Jafari, Azam, Tajik, Samaneh, Finke, Peter
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Does land use change affect green space water use? An analysis of the Haihe River Basin
2019
Zhao, Yu, Zhang, Xuanchang, Bai, Yang, Mi, Feng
Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux
Drought hazard in Kazakhstan in 2000-2016A remote sensing perspective
2019
Dubovyk, Olena, Ghazaryan, Gohar, Gonzalez, Javier, Graw, Valerie, Low, Fabian, Schreier, Jonas
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Drought in Portugal: Current regime, comparison of indices and impacts on extreme wildfires
2019
Parente, J., Amraoui, M., Menezes, I., Pereira, M.G.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Drought monitoring using MODIS derived indices and google earth engine platform
2019
AKSOY, Samet, GORUCU, Ozge, SERTEL, Elif
Reflectance
Drought monitoring using the Sentinel-3-based multiyear vegetation temperature condition index in the Guanzhong Plain, China
2019
Zhou, Xijia, Wang, Pengxin, Tansey, Kevin, Ghent, Darren, Zhang, Shuyu, Li, Hongmei, Wang, Lei
Reflectance , Land Surface Temperature , Emissivity
Drought offsets the positive effect of summer heat waves on the canopy greenness of mountain grasslands
2019
Corona-Lozada, M.C., Morin, S., Choler, P.
Reflectance
dtwsat: Time-weighted dynamic time warping for satellite image time series analysis in r
2019
Maus, Victor, Camara, Gilberto, Appel, Marius, Pebesma, Edzer
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Droughts drive outbreak dynamics of an invasive forest insect on an exotic host
2019
Lantschner, M. Victoria, Aukema, Brian H., Corley, Juan C.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Dry deposition of air pollutants on trees at regional scale: A case study in the Basque Country
2019
Garcia de Jalon, S, Burgess, P.J, Curiel Yuste, J, Moreno, G, Graves, A, Palma, J.H.N, Crous-Duran, J, Kay, S, Chiabai, A
Population Density, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Downscaling GRACE TWSA data into high-resolution groundwater level anomaly using machine learning-based models in a glacial aquifer system
2019
Seyoum, Wondwosen, Kwon, Dongjae, Milewski, Adam
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature , Total Surface Precipitation Rate
Downscaling Land Surface Temperature from MODIS Dataset with Random
2019
Bartkowiak, Paulina, Castelli, Mariapina, Notarnicola, Claudia
Reflectance , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Surface Temperature , Emissivity
Downscaling land surface temperature using multiscale geographically weighted regression over heterogeneous landscapes in Wuhan, China
2019
Yang, Chen, Zhan, Qingming, Lv, Yunzhe, Liu, Huimin
Land Surface Temperature , Emissivity
Downscaling land surface temperatures using a random forest regression model with multitype predictor variables
2019
Wu, Hua, Li, Wan
Land Surface Temperature , Sea Surface Temperature , Emissivity
Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed ...
2019
Ebrahimy, Hamid, Azadbakht, Mohsen
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Reflectance , Land Surface Temperature , Emissivity
Drought analysis using satellite-based data and spectral index in Upper Northeastern Thailand
2019
Uttaruk, Yannawut, Laosuwan, Teerawong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Empirical evidence of a positive climate forcing of aerosols at elevated albedo
2019
Yoon, J., Chang, D.Y., Lelieveld, J., Pozzer, A., Kim, J., Yum, S.S.
Albedo , Anisotropy
Effects of urban growth spatial pattern (UGSP) on the land surface temperature (LST)A study in the Po Valley (Italy)
2019
Zullo, Francesco, Fazio, Gianluca, Romano, Bernardino, Marucci, Alessandro, Fiorini, Lorena
Land Surface Temperature , Emissivity
Effects of vertical accuracy of digital elevation model (DEM) data on automatic lineaments extraction from shaded DEM
2019
Soliman, Ayman, Han, Ling
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, RADAR IMAGERY
Elevation-dependent warming of land surface temperatures in the Andes assessed using MODIS LST time series (2000-2017)
2019
Aguilar-Lome, Jaime, Espinoza-Villar, Raul, Espinoza, Jhan-Carlo, Rojas-Acuna, Joel, Willems, Bram Leo, Leyva-Molina, Walter-Martin
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Emergent relationships with respect to burned area in global satellite
2019
Forkel, Matthias, Andela, Niels, Harrison, Sandy P., Lasslop, Gitta, van Marle, Margreet, Chuvieco, Emilio, Dorigo, Wouter, Forrest, Matthew, Hantson, Stijn, Heil, Angelika, Li, Fang, Melton, Joe, Sitch, Stephen, Yue, Chao, Arneth, Almut
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Effect of vegetation index choice on soil moisture retrievals via the synergistic use of synthetic aperture radar and optical remote sensing
2019
Qiu, Jianxiu, Crow, Wade T., Wagner, Wolfgang, Zhao, Tianjie
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)
Effective moratoria on land acquisitions reduce tropical deforestation: evidence from Indonesia
2019
Chen, Bin, Kennedy, Christina M, Xu, Bing
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Effects of an explosive polar cyclone crossing the antarctic marginal ice zone
2019
Vichi, Marcello, Eayrs, Clare, Alberello, Alberto, Bekker, Anriette, Bennetts, Luke, Holland, David, de Jong, Ehlke, Joubert, Warren, MacHutchon, Keith, Messori, Gabriele, Mojica, Jhon F., Onorato, Miguel, Saunders, Clinton, Skatulla, Sebastian, Toffoli, Alessandro
Reflectance
Assessing inconsistency in global land cover products and synthesis of studies on land use and land cover dynamics during 2001 to 2017 in the southeastern region ...
2019
Islam, Shahidul, Zhang, Miao, Yang, Hong, Ma, Mingguo
Land Use/Land Cover Classification