Frauke Barthold

Artificial intelligence ‐ driven sustainable development: Examining organizational, technical, and processing approaches to achieving global goals

Using an ensemble machine learning model to delineate groundwater potential zones in desert fringes of East Esna-Idfu area, Nile valley, Upper Egypt

Mapping of soil properties and land degradation risk in Africa using MODIS reflectance

Potassium, phosphorus, or nitrogen limit root allocation, tree growth, or litter production in a lowland tropical forest

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

Deep learning and process understanding for data-driven Earth system science

Spatial prediction of soil organic matter content integrating artificial neural network and ordinary kriging in Tibetan Plateau

A meta-analysis of global cropland soil carbon changes due to cover cropping

Digital mapping of soil organic matter for rubber plantation at regional scale: An application of random forest plus residuals kriging approach

A three-component hydrograph separation based on relationship between organic and inorganic component concentrations: a case study in Eastern Siberia, Russia

Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk

Effect of rest-grazing management on soil water and carbon storage in an arid grassland (China)

Combating desertification in China: Monitoring, control, management and revegetation

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

Soil organic carbon concentrations and stocks on Barro Colorado Island — Digital soil mapping using Random Forests analysis

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

Water resources and their management in central Asia in the early twenty first century: status, challenges and future prospects

Soft Water Level Sensors for Characterizing the Hydrological Behaviour of Agricultural Catchments

Positive but variable effects of crop diversification on biodiversity and ecosystem services

Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem

Soil nutrient–landscape relationships in a lowland tropical rainforest in Panama

Gauging the ungauged basin: a top-down approach in a large semiarid watershed in China

Amount, distribution and driving factors of soil organic carbon and nitrogen in cropland and grassland soils of southeast Germany (Bavaria)

Storage and drivers of organic carbon in forest soils of southeast Germany (Bavaria) – Implications for carbon sequestration

How many tracers do we need for end member mixing analysis (EMMA)? A sensitivity analysis