Reconstruction of ESA CCI satellite-derived soil moisture using an artificial neural network technology
Sign Up to like & getrecommendations! Published in 2021 at "Science of The Total Environment"
DOI: 10.1016/j.scitotenv.2021.146602
Abstract: Abstract Soil moisture (SM) is a vital variable for controlling water and heat exchange between the atmosphere and land surface. Spatiotemporally continuous satellite-derived SM information is urgently needed for large-scale meteorological and hydrological applications. This… read more here.
Keywords: esa cci; model; soil moisture; satellite derived ... See more keywords
Comparison of country-level cropland areas between ESA-CCI land cover maps and FAOSTAT data
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2018.1465613
Abstract: ABSTRACT Long-term time series of spatially explicit cropland maps are essential for global crop modelling and climate change studies. The spatial resolution and temporal continuity of global cropland maps have been improving and several global… read more here.
Keywords: cropland areas; country level; esa cci; level cropland ... See more keywords
Downscaling ESA CCI Soil Moisture Based on Soil and Vegetation Component Temperatures Derived From MODIS Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3155463
Abstract: The European Space Agency's Climate Change Initiative (ESA CCI) soil moisture could provide long-time microwave-retrieved soil moisture data but is limited to regional applications due to the low resolution (25 km). A new method of… read more here.
Keywords: cci soil; esa cci; soil moisture; soil ... See more keywords
Machine learning approach to locate desert locust breeding areas based on ESA CCI soil moisture
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Applied Remote Sensing"
DOI: 10.1117/1.jrs.12.036011
Abstract: Abstract. Desert locusts have attacked crops since antiquity. To prevent or mitigate its effects on local communities, it is necessary to precisely locate its breeding areas. Previous works have relied on precipitation and vegetation index… read more here.
Keywords: machine learning; desert locust; esa cci; desert ... See more keywords
Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology
Sign Up to like & getrecommendations! Published in 2019 at "Earth System Science Data"
DOI: 10.5194/essd-11-717-2019
Abstract: Abstract. The European Space Agency's Climate Change Initiative for Soil Moisture (ESA CCI SM) merging algorithm generates consistent quality-controlled long-term (1978–2018) climate data records for soil moisture, which serves thousands of scientists and data users… read more here.
Keywords: esa cci; climate; soil moisture; methodology ... See more keywords
Comprehensive evaluation of satellite-based and reanalysis soil moisture products using in situ observations over China
Sign Up to like & getrecommendations! Published in 2021 at "Hydrology and Earth System Sciences"
DOI: 10.5194/hess-25-4209-2021
Abstract: Abstract. Soil moisture (SM) plays a critical role in the water and energy cycles of the Earth system; consequently, a long-term SM product with high quality is urgently needed. In this study, five SM products, including one microwave… read more here.
Keywords: esa cci; product; reanalysis; soil moisture ... See more keywords