标题
Using Random Forest to Improve the Downscaling of Global Livestock Census Data
作者
关键词
Livestock, Census, Chickens, Machine learning, Africa, Asia, Cattle, Livestock care
出版物
PLoS One
Volume 11, Issue 3, Pages e0150424
出版商
Public Library of Science (PLoS)
发表日期
2016-03-16
DOI
10.1371/journal.pone.0150424
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Income Disparities and the Global Distribution of Intensively Farmed Chicken and Pigs
- (2015) Marius Gilbert et al. PLoS One
- Global trends in antimicrobial use in food animals
- (2015) Thomas P. Van Boeckel et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data
- (2015) Forrest R. Stevens et al. PLoS One
- Mapping the Global Distribution of Livestock
- (2014) Timothy P. Robinson et al. PLoS One
- Methods for Estimating Population Density in Data-Limited Areas: Evaluating Regression and Tree-Based Models in Peru
- (2014) Weston Anderson et al. PLoS One
- Climate change mitigation through livestock system transitions
- (2014) P. Havlik et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Predicting the risk of avian influenza A H7N9 infection in live-poultry markets across Asia
- (2014) Marius Gilbert et al. Nature Communications
- High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015
- (2013) Andrea E. Gaughan et al. PLoS One
- Zoonosis emergence linked to agricultural intensification and environmental change
- (2013) B. A. Jones et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Biomass use, production, feed efficiencies, and greenhouse gas emissions from global livestock systems
- (2013) M. Herrero et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- High-Resolution Global Maps of 21st-Century Forest Cover Change
- (2013) M. C. Hansen et al. SCIENCE
- Predicting the distribution of intensive poultry farming in Thailand
- (2012) Thomas P. Van Boeckel et al. AGRICULTURE ECOSYSTEMS & ENVIRONMENT
- Population Distribution, Settlement Patterns and Accessibility across Africa in 2010
- (2012) Catherine Linard et al. PLoS One
- Large-scale spatial population databases in infectious disease research
- (2012) Catherine Linard et al. International Journal of Health Geographics
- 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
- Using climatically based random forests to downscale coarse-grained potential natural vegetation maps in tropical Mexico
- (2011) Raúl A. Vaca et al. APPLIED VEGETATION SCIENCE
- Statistical Downscaling of Wind Variability from Meteorological Fields
- (2010) Robert J. Davy et al. BOUNDARY-LAYER METEOROLOGY
- Modelling the spatial distribution of livestock in Europe
- (2009) Kathleen Neumann et al. LANDSCAPE ECOLOGY
- Croppers to livestock keepers: livelihood transitions to 2050 in Africa due to climate change
- (2008) Peter G. Jones et al. ENVIRONMENTAL SCIENCE & POLICY
- Global Data for Ecology and Epidemiology: A Novel Algorithm for Temporal Fourier Processing MODIS Data
- (2008) Jörn P. W. Scharlemann et al. PLoS One
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now