Mapping annual irrigation from Landsat imagery and environmental variables across the conterminous United States

Accuracy, Bias, and Improvements in Mapping Crops and Cropland across the United States Using the USDA Cropland Data Layer

(2021) Tyler J. Lark et al.   Remote Sensing

Near Real-Time Irrigation Detection at Plot Scale Using Sentinel-1 Data

(2020) Hassan Bazzi et al.   Remote Sensing

A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

(2020) L. Karthikeyan et al.   JOURNAL OF HYDROLOGY

IrrMapper: A Machine Learning Approach for High Resolution Mapping of Irrigated Agriculture Across the Western U.S.

(2020) David Ketchum et al.   Remote Sensing

Cropland expansion in the United States produces marginal yields at high costs to wildlife

(2020) Tyler J. Lark et al.   Nature Communications

Detection of Irrigated and Rainfed Crops in Temperate Areas Using Sentinel-1 and Sentinel-2 Time Series

(2020) Yann Pageot et al.   Remote Sensing

Addressing Challenges for Mapping Irrigated Fields in Subhumid Temperate Regions by Integrating Remote Sensing and Hydroclimatic Data

(2019) Tianfang Xu et al.   Remote Sensing

Observation of irrigation‐induced climate change in the Midwest United States

(2019) Mallika A. Nocco et al.   GLOBAL CHANGE BIOLOGY

Mapping irrigated cropland extent across the conterminous United States at 30 m resolution using a semi-automatic training approach on Google Earth Engine

(2019) Yanhua Xie et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping three decades of annual irrigation across the US High Plains Aquifer using Landsat and Google Earth Engine

(2019) Jillian M. Deines et al.   REMOTE SENSING OF ENVIRONMENT

Using the Landsat archive to map crop cover history across the United States

(2019) David M. Johnson   REMOTE SENSING OF ENVIRONMENT

Detecting irrigation extent, frequency, and timing in a heterogeneous arid agricultural region using MODIS time series, Landsat imagery, and ancillary data

(2018) Yaoliang Chen et al.   REMOTE SENSING OF ENVIRONMENT

A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies

(2018) Limin Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Irrigation Mapping Using Sentinel-1 Time Series at Field Scale

(2018) Qi Gao et al.   Remote Sensing

Irrigation offsets wheat yield reductions from warming temperatures

(2017) Jesse Tack et al.   Environmental Research Letters

Annual Irrigation Dynamics in the U.S. Northern High Plains Derived from Landsat Satellite Data

(2017) Jillian M. Deines et al.   GEOPHYSICAL RESEARCH LETTERS

Measuring land-use and land-cover change using the U.S. department of agriculture’s cropland data layer: Cautions and recommendations

(2017) Tyler J. Lark et al.   International Journal of Applied Earth Observation and Geoinformation

Subnational mobility and consumption-based environmental accounting of US corn in animal protein and ethanol supply chains

(2017) Timothy M. Smith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

MODIS phenology-derived, multi-year distribution of conterminous U.S. crop types

(2017) Richard Massey et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

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

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Future urban land expansion and implications for global croplands

(2016) Christopher Bren d’Amour et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Adaptation of water and nitrogen management to future climates for sustaining potato yield in Minnesota: Field and simulation study

(2015) B.B. Vashisht et al.   AGRICULTURAL WATER MANAGEMENT

Cropland expansion outpaces agricultural and biofuel policies in the United States

(2015) Tyler J Lark et al.   Environmental Research Letters

Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data

(2015) J.Meghan Salmon et al.   International Journal of Applied Earth Observation and Geoinformation

Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images

(2015) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Merging remote sensing data and national agricultural statistics to model change in irrigated agriculture

(2014) Jesslyn F. Brown et al.   AGRICULTURAL SYSTEMS

A multi-scale accuracy assessment of the MODIS irrigated agriculture data-set (MIrAD) for the state of Nebraska, USA

(2014) Brian D. Wardlow et al.   GIScience & Remote Sensing

Mapping irrigated areas in Afghanistan over the past decade using MODIS NDVI

(2014) Md. Shahriar Pervez et al.   REMOTE SENSING OF ENVIRONMENT

Multimodel projections and uncertainties of irrigation water demand under climate change

(2013) Yoshihide Wada et al.   GEOPHYSICAL RESEARCH LETTERS

Constraints and potentials of future irrigation water availability on agricultural production under climate change

(2013) Joshua Elliott et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Groundwater depletion and sustainability of irrigation in the US High Plains and Central Valley

(2012) B. R. Scanlon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools

(2012) K. C. Seto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Projections of declining surface-water availability for the southwestern United States

(2012) Richard Seager et al.   Nature Climate Change

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Urban growth, climate change, and freshwater availability

(2011) R. I. McDonald et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Object-based cloud and cloud shadow detection in Landsat imagery

(2011) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring US agriculture: the US Department of Agriculture, National Agricultural Statistics Service, Cropland Data Layer Program

(2011) Claire Boryan et al.   Geocarto International

Strategies to Reduce Nitrate Leaching into Groundwater in Potato Grown in Sandy Soils: Case Study from North Central USA

(2010) Raj K. Shrestha et al.   AMERICAN JOURNAL OF POTATO RESEARCH

Mapping Irrigated Lands at 250-m Scale by Merging MODIS Data and National Agricultural Statistics

(2010) Md Shahriar Pervez et al.   Remote Sensing

Estimating the demand for irrigation water in a humid climate: A case study from the southeastern United States

(2009) Jeffrey D. Mullen et al.   AGRICULTURAL WATER MANAGEMENT

Water for Agriculture: Maintaining Food Security under Growing Scarcity

(2009) Mark W. Rosegrant et al.   Annual Review of Environment and Resources

Global irrigated area map (GIAM), derived from remote sensing, for the end of the last millennium

(2009) Prasad S. Thenkabail et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A new methodology to map irrigated areas using multi-temporal MODIS and ancillary data: An application example in the continental US

(2008) Mutlu Ozdogan et al.   REMOTE SENSING OF ENVIRONMENT