High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning

Cattle Grazing Distribution Patterns Related to Topography Across Diverse Rangeland Ecosystems of North America

(2021) E.J. Raynor et al.   Rangeland Ecology & Management

Predicting temperature-dependent transmission suitability of bluetongue virus in livestock

(2021) Fadoua El Moustaid et al.   Parasites & Vectors

China’s population spatialization based on three machine learning models

(2020) Song Zhao et al.   JOURNAL OF CLEANER PRODUCTION

Estimation of Gridded Atmospheric Oxygen Consumption from 1975 to 2018

(2020) Xiaoyue Liu et al.   Journal of Meteorological Research

Where is the Planetary Boundary for freshwater being exceeded because of livestock farming?

(2020) Guoyong Leng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

(2019) Markus Reichstein et al.   NATURE

Short-Term Load Forecasting of Natural Gas with Deep Neural Network Regression †

(2018) Gregory Merkel et al.   Energies

A global map of travel time to cities to assess inequalities in accessibility in 2015

(2018) D. J. Weiss et al.   NATURE

Global distribution data for cattle, buffaloes, horses, sheep, goats, pigs, chickens and ducks in 2010

(2018) Marius Gilbert et al.   Scientific Data

High resolution global gridded data for use in population studies

(2017) Christopher T. Lloyd et al.   Scientific Data

Species distribution models: A comparison of statistical approaches for livestock and disease epidemics

(2017) Tracey Hollings et al.   PLoS One

Prediction of peak ground acceleration using ϵ-SVR, ν-SVR and Ls-SVR algorithm

(2016) Sonia Thomas et al.   Geomatics Natural Hazards & Risk

Using Random Forest to Improve the Downscaling of Global Livestock Census Data

(2016) Gaëlle Nicolas et al.   PLoS One

Deep learning

(2015) Yann LeCun et al.   NATURE

Effect of terrain heterogeneity on feeding site selection and livestock movement patterns

(2015) Derek W. Bailey et al.   Animal Production Science

Spatiotemporal characteristics, patterns, and causes of land-use changes in China since the late 1980s

(2014) Jiyuan Liu et al.   Journal of Geographical Sciences

Mapping the Global Distribution of Livestock

(2014) Timothy P. Robinson et al.   PLoS One

Modelling the distribution of chickens, ducks, and geese in China

(2011) Diann J. Prosser et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Modelling the distribution of domestic ducks in Monsoon Asia

(2011) Thomas P. Van Boeckel et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Estimating Soil Moisture With the Support Vector Regression Technique

(2011) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Geographic distribution and environmental characterization of livestock production systems in Eastern Africa

(2009) Giuliano Cecchi et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Modelling the spatial distribution of livestock in Europe

(2009) Kathleen Neumann et al.   LANDSCAPE ECOLOGY