Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning

Phenology-assisted supervised paddy rice mapping with the Landsat imagery on Google Earth Engine: Experiments in Heilongjiang Province of China from 1990 to 2020

(2023) Chengkang Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fifty years of Landsat science and impacts

(2022) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Center Pivot Irrigation Systems in the Southern Amazon from Sentinel-2 Images

(2021) Jiwen Tang et al.   Water

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

(2021) Teja Kattenborn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Global irrigation contribution to wheat and maize yield

(2021) Xuhui Wang et al.   Nature Communications

Increasing Shape Bias to Improve the Precision of Center Pivot Irrigation System Detection

(2021) Jiwen Tang et al.   Remote Sensing

Center pivot field delineation and mapping: A satellite-driven object-based image analysis approach for national scale accounting

(2021) Kasper Johansen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A large-scale, long time-series (1984‒2020) of soybean mapping with phenological features: Heilongjiang Province as a test case

(2021) Xiyu Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery

(2021) Hongyan Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A global inventory of photovoltaic solar energy generating units

(2021) L. Kruitwagen et al.   NATURE

An unexpectedly large count of trees in the West African Sahara and Sahel

(2020) Martin Brandt et al.   NATURE

High-resolution wall-to-wall land-cover mapping and land change assessment for Australia from 1985 to 2015

(2020) Marco Calderón-Loor et al.   REMOTE SENSING OF ENVIRONMENT

Current status of Landsat program, science, and applications

(2019) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

Development of soil moisture indices from differences in water absorption between shortwave-infrared bands

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Using Landsat observations (1988–2017) and Google Earth Engine to detect vegetation cover changes in rangelands - A first step towards identifying degraded lands for conservation

(2019) Zunyi Xie et al.   REMOTE SENSING OF ENVIRONMENT

Annual maps of global artificial impervious area (GAIA) between 1985 and 2018

(2019) Peng Gong et al.   REMOTE SENSING OF ENVIRONMENT

Deep variance network: An iterative, improved CNN framework for unbalanced training datasets

(2018) Shuai Li et al.   PATTERN RECOGNITION

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Amazon plant diversity revealed by a taxonomically verified species list

(2017) Domingos Cardoso et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Google Earth Engine: Planetary-scale geospatial analysis for everyone

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

Land-use change affects water recycling in Brazil's last agricultural frontier

(2016) Stephanie A. Spera et al.   GLOBAL CHANGE BIOLOGY

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

(2016) Jean-François Pekel et al.   NATURE

Regulated deficit irrigation for crop production under drought stress. A review

(2015) Qiang Chai et al.   Agronomy for Sustainable Development

Agricultural expansion dominates climate changes in southeastern Amazonia: the overlooked non-GHG forcing

(2015) Divino V Silvério et al.   Environmental Research Letters

Deep learning

(2015) Yann LeCun et al.   NATURE

A 30-year (1984–2013) record of annual urban dynamics of Beijing City derived from Landsat data

(2015) Xuecao Li et al.   REMOTE SENSING OF ENVIRONMENT

Köppen's climate classification map for Brazil

(2014) Clayton Alcarde Alvares et al.   METEOROLOGISCHE ZEITSCHRIFT

Automated cloud, cloud shadow, and snow detection in multitemporal Landsat data: An algorithm designed specifically for monitoring land cover change

(2014) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Global land and water grabbing

(2013) M. C. Rulli 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

Landsat: Building a strong future

(2012) Thomas R. Loveland et al.   REMOTE SENSING OF ENVIRONMENT

Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation

(2012) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Tropical forests were the primary sources of new agricultural land in the 1980s and 1990s

(2010) H. K. Gibbs et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA