Eva Haas

GLEAM v3: satellite-based land evaporation and root-zone soil moisture

The Sodankylä in situ soil moisture observation network: an example application of ESA CCI soil moisture product evaluation

ERA5-Land: a state-of-the-art global reanalysis dataset for land applications

Sequential assimilation of satellite-derived vegetation and soil moisture products using SURFEX_v8.0: LDAS-Monde assessment over the Euro-Mediterranean area

A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons

Farm ponds in southern China: Challenges and solutions for conserving a neglected wetland ecosystem

High-resolution mapping of global surface water and its long-term changes

Assimilation of remote sensing into crop growth models: Current status and perspectives

An approach for global monitoring of surface water extent variations in reservoirs using MODIS data

A near real-time water surface detection method based on HSV transformation of MODIS multi-spectral time series data

Prediction of vegetation dynamics using NDVI time series data and LSTM

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

A systematic literature review on machine learning applications for sustainable agriculture supply chain performance

Physics-informed machine learning

Results of the Global WaterPack: a novel product to assess inland water body dynamics on a daily basis

Remote sensing of drought: Progress, challenges and opportunities

Random forest in remote sensing: A review of applications and future directions

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota

Efficiency and Detection Accuracy Using Print and Digital Stereo Aerial Photography for Remotely Mapping Vernal Pools in New England Landscapes

Assessment of multi-temporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches

FUSION OF ACTIVE AND PASSIVE MICROWAVE OBSERVATIONS TO CREATE AN ESSENTIAL CLIMATE VARIABLE DATA RECORD ON SOIL MOISTURE

Temporary Water Bodies as Ecological Indicators in West African Drylands

Time series analysis of optical remote sensing data for the mapping of temporary surface water bodies in sub-Saharan western Africa

Remotely sensed surface water extent as an indicator of short-term changes in ecohydrological processes in sub-Saharan Western Africa