Quantifying the accuracies of six 30-m cropland datasets over China: A comparison and evaluation analysis

No abstract is available for this paper.

• Publication year

  2022

• Venue

  Computers and Electronics in Agriculture

• Publication date

  2022-06-01

• Fields of study

  Agricultural and Food Sciences, Computer Science, Environmental Science

• Identifiers
  DOI 10.1016/j.compag.2022.106946
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Global land use / land cover with Sentinel 2 and deep learning

  2021cited by this paper
• The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019

  2021cited by this paper
• Global distribution, trends, and drivers of flash drought occurrence

  2021cited by this paper
• Mapping Croplands in the Granary of the Tibetan Plateau Using All Available Landsat Imagery, A Phenology-Based Approach, and Google Earth Engine

  2021cited by this paper
• Global maps of cropland extent and change show accelerated cropland expansion in the twenty-first century

  2021cited by this paper
• Validation of the U.S. Geological Survey's Land Change Monitoring, Assessment and Projection (LCMAP) Collection 1.0 annual land cover products 1985–2017

  2021cited by this paper
• A million kernels of truth: Insights into scalable satellite maize yield mapping and yield gap analysis from an extensive ground dataset in the US Corn Belt

  2021cited by this paper
• Development of a standard database of reference sites for validating global burned area products

  2020cited by this paper
• Consistency Analysis and Accuracy Assessment of Three Global 30-m Land-Cover Products over the European Union using the LUCAS Dataset

  2020cited by this paper
• Examining earliest identifiable timing of crops using all available Sentinel 1/2 imagery and Google Earth Engine

  2020cited by this paper
• The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

  2020cited by this paper
• GLC_FCS30: global land-cover product with fine classification system at 30 m using time-series Landsat imagery

  2020cited by this paper
• Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017.

  2019cited by this paper
• Smallholder maize area and yield mapping at national scales with Google Earth Engine

  2019cited by this paper
• Are There Sufficient Landsat Observations for Retrospective and Continuous Monitoring of Land Cover Changes in China?

  2019cited by this paper
• Assessment of the cropland classifications in four global land cover datasets: A case study of Shaanxi Province, China

  2017cited by this paper
• Issues with Large Area Thematic Accuracy Assessment for Mapping Cropland Extent: A Tale of Three Continents

  2017cited by this paper
• Accuracy assessment of seven global land cover datasets over China

  2017cited by this paper
• Comparative assessment of thematic accuracy of GLC maps for specific applications using existing reference data

  2016cited by this paper
• A comparative analysis of five global cropland datasets in China

  2016cited by this paper
• Global land cover mapping at 30 m resolution: A POK-based operational approach

  2015cited by this paper
• An overview of 21 global and 43 regional land-cover mapping products

  2015cited by this paper
• Spatial Accuracy Assessment and Integration of Global Land Cover Datasets

  2015cited by this paper
• Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

  2013cited by this paper
• Estimating area from an accuracy assessment error matrix

  2013cited by this paper
• Improving 30 m global land-cover map FROM-GLC with time series MODIS and auxiliary data sets: a segmentation-based approach

  2013cited by this paper
• A global land-cover validation data set, II: augmenting a stratified sampling design to estimate accuracy by region and land-cover class

  2012cited by this paper
• Spatial analysis of remote sensing image classification accuracy

  2012cited by this paper
• Global food demand and the sustainable intensification of agriculture

  2011cited by this paper
• Food Security: The Challenge of Feeding 9 Billion People

  2010cited by this paper
• Evaluation of four remote sensing based land cover products over China

  2010cited by this paper
• The impacts of climate change on water resources and agriculture in China

  2010cited by this paper
• Validation and comparison of 1 km global land cover products in China

  2008cited by this paper
• GLC2000: a new approach to global land cover mapping from Earth observation data

  2005cited by this paper
• Global land cover classi(cid:142) cation at 1 km spatial resolution using a classi(cid:142) cation tree approach

  2004cited by this paper
• Global land cover mapping from MODIS: algorithms and early results

  2002cited by this paper
• The IGBP-DIS global 1km land cover data set, DISCover: First results

  1997cited by this paper
• ISPRS Journal of Photogrammetry and Remote Sensing

  year unknowncited by this paper

• Identification of idle rural residential land (IRRL) using nighttime light data in China

  2026cites this paper
• Bottom-up hierarchical detection of territorial spatial pattern based on multi-source heterogeneous data

  2025cites this paper
• Accuracy Comparison and Synergistic Strategies of Seven High-Resolution Cropland Maps (1–10 m) in China

  2025cites this paper
• Spatial distribution dataset of 30-m resolution cropland in agricultural regions, Qinghai-Tibet Plateau

  2025influential citation
• Neglecting non-photosynthetic vegetation leads to serious underestimation of the wind erosion prevention service provided by the Grain for Green Program in Inner Mongolia, China

  2025cites this paper
• Evaluation of land ecological security and driving factors in the Lower Yellow River Flood Plain based on quality, structure and function

  2025cites this paper
• Carbon emissions reduction of cropland management is substantially greater than carbon sequestrations of cropland abandonment in the North China Plain

  2025cites this paper
• Mapping the harvest area of a comprehensive set of crop types in China from 1990 to 2020 at a 1-km resolution

  2025cites this paper
• China's annual forest age dataset at a 30 m spatial resolution from 1986 to 2022

  2025cites this paper
• A Full-Life-Cycle Modeling Framework for Cropland Abandonment Detection Based on Dense Time Series of Landsat-Derived Vegetation and Soil Fractions

  2025cites this paper
• An annual 30 m cultivated-pasture dataset of the Tibetan Plateau from 1988 to 2021

  2025cites this paper
• Comparison and evaluation of the suitability of existing irrigation area products in the Yellow River Basin

  2025cites this paper
• Assessing the Accuracy and Consistency of Cropland Datasets and Their Influencing Factors on the Tibetan Plateau

  2025cites this paper
• The Evolution of Cropland Slope Structure and Its Implications for Fragmentation and Soil Erosion in China

  2025cites this paper
• Development of a Flood Dynamic Monitoring and Forecasting System Based on Remote Sensing Big Data

  2025cites this paper
• Decoding spatial consistency of multi-Source land cover products in China: Insights from heterogeneous landscapes

  2025cites this paper
• Mapping irrigated cropland at 30 m spatial resolution in northern China over the past three decades

  2025influential citation
• CropLayer: a 2 m resolution cropland map of China for 2020 from Mapbox and Google satellite imagery

  2025cites this paper
• Assessment of fine-resolution land cover mapping products in the Changbai Mountain Range, China

  2024cites this paper
• Evaluation of gridded cropland phosphorus budget and use efficiency in China.

  2024cites this paper
• Assessing the Consistency of Five Remote Sensing-Based Land Cover Products for Monitoring Cropland Changes in China

  2024cites this paper
• Abandoned cropland compensates the decrease in net ecosystem productivity of impervious surface expansion in China

  2024cites this paper
• Identifying and quantifying local uncertainty and discrepancy in the comparison of global cropland extent through a synergistic approach

  2024cites this paper
• Cropland Inundation Mapping in Rugged Terrain Using Sentinel-1 and Google Earth Imagery: A Case Study of 2022 Flood Event in Fujian Provinces

  2024cites this paper
• Decoding the inconsistency of six cropland maps in China

  2024cites this paper
• Spatiotemporal expansion and methane emissions of rice-crayfish farming systems in Jianghan Plain, China

  2024cites this paper
• CCropLand30: High-resolution hybrid cropland maps of China created through the synergy of state-of-the-art remote sensing products and the latest national land survey

  2024cites this paper
• Assessing the Accuracy and Consistency of Cropland Products in the Middle Yangtze Plain

  2024cites this paper
• Reconstruction of cropland cover in topographically complex areas: The case of Sichuan Province, China, from 1671 to 2019

  2024cites this paper
• Enhancing Land Cover Mapping in Mixed Vegetation Regions Using Remote Sensing Evapotranspiration

  2024cites this paper
• A 30 m annual cropland dataset of China from 1986 to 2021

  2024cites this paper
• Validation and refinement of cropland map in southwestern China by harnessing ten contemporary datasets

  2024cites this paper
• ChinaSoyArea10m: a dataset of soybean-planting areas with a spatial resolution of 10 m across China from 2017 to 2021

  2024cites this paper
• High-Resolution Mapping of Gross Primary Production in Northeast China Using Landsat-8/9 and Sentinel-2 A/B

  2024cites this paper
• Spatiotemporal variation in determinants of cropland abandonment across Yangtze River Economic Belt, China

  2024cites this paper
• Spatial Consistency and Accuracy Analysis of Multi-Source Land Cover Products on the Southeastern Tibetan Plateau, China

  2024cites this paper
• Quality Evaluation of Multi-Source Cropland Data in Alpine Agricultural Areas of the Qinghai-Tibet Plateau

  2024cites this paper
• Redefining the modified Water Benefit-Based Ecological Index to evaluate the impact of cropland expansion on the ecological environment in an arid area

  2024cites this paper
• Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China

  2024cites this paper
• Forest landscape restoration is a key factor in recovering ecological quality

  2024cites this paper
• Characterizing spatial, diurnal, and seasonal patterns of agricultural irrigation expansion-induced cooling in Northwest China from 2000 to 2020

  2023cites this paper
• User-Aware Evaluation for Medium-Resolution Forest-Related Datasets in China: Reliability and Spatial Consistency

  2023cites this paper
• Cropland Extraction in Southern China from Very High-Resolution Images Based on Deep Learning

  2023cites this paper
• Multiscenario Simulation of Land-Use Change in Hubei Province, China Based on the Markov-FLUS Model

  2023cites this paper
• Rapid early-season maize mapping without crop labels

  2023cites this paper
• Attenuated cooling effects with increasing water-saving irrigation: Satellite evidence from Xinjiang, China

  2023cites this paper
• Mapping Cropland Abandonment in Mountainous Areas in China Using the Google Earth Engine Platform

  2023cites this paper
• An improved global land cover mapping in 2015 with 30 m resolution (GLC-2015) based on a multisource product-fusion approach

  2023cites this paper
• Accuracy Performance of Three 10-m Global Land Cover Products Around 2020 in an Arid Region of Northwestern China

  2023cites this paper
• Comparison and Assessment of Different Land Cover Datasets on the Cropland in Northeast China

  2023cites this paper
• Are there suitable global datasets for monitoring of land use and land cover in the tropics? Evidences from mainland Southeast Asia

  2023cites this paper
• Cropland abandonment in China: Patterns, drivers, and implications for food security

  2023cites this paper
• A 30 m annual cropland dataset of China from 1986 to 2021

  2023cites this paper
• Accuracy Assessment of Eleven Medium Resolution Global and Regional Land Cover Land Use Products: A Case Study over the Conterminous United States

  2023cites this paper
• Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China

  2023cites this paper
• An improved global land cover mapping in 2015 with 30 1 m resolution (GLC-2015) based on a multi-source product 2 fusion approach 3

  2022cites this paper
• Contrastive Analysis and Accuracy Assessment of Three Global 30 m Land Cover Maps Circa 2020 in Arid Land

  2022cites this paper
• IrriMap_CN: Annual irrigation maps across China in 2000–2019 based on satellite observations, environmental variables, and machine learning

  2022cites this paper
• ChinaSoyArea10m: a dataset of soybean planting areas 1 with a spatial resolution of 10 m across China from 2017 2 to 2021

  year unknowncites this paper
• CropLayer: A high-accuracy 2-meter resolution cropland mapping dataset for China in 2020 derived from Mapbox and Google satellite imagery using data-driven approaches

  year unknowncites this paper
• China’s annual forest age dataset at 30 m spatial resolution from 1986 to 2022

  year unknowncites this paper
• An annual 30 m cultivated pasture dataset of the Tibetan Plateau from 1988 to 2021

  year unknowncites this paper