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Comparison of Three Ten Meter Land Cover Products in a Drought Region: A Case Study in Northwestern China

Author

Listed:
  • Junmei Kang

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

  • Xiaomei Yang

    (State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
    College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
    Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China)

  • Zhihua Wang

    (State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
    College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China)

  • Hongbin Cheng

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

  • Jun Wang

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

  • Hongtao Tang

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

  • Yan Li

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

  • Zongpan Bian

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

  • Zhuoli Bai

    (The Second Monitoring and Application Center, China Earthquake Administration, Xi’an 710054, China)

Abstract

The ecological and natural conditions in drought regions are harsh. Water shortages and land desertification are prominent features of these regions. The land cover in these regions has a large impact on global climate change, as well as on ecological protection and construction. To make rational and sustainable use of land resources, it is crucial to quickly grasp the accuracy and spatial distribution differences of multi-source remote sensing land cover products in drought regions. Therefore, taking northwestern China as the study area, in this study, the accuracy and spatial pattern distribution differences of three high-resolution (10 m) land cover products, namely, the Finer Resolution Observation and Monitoring of Global Land Cover (FROM-GLC), European Space Agency (ESA), and Environmental Systems Research Institute (ESRI) products, were compared and analyzed via area composition similarity, spatial pattern consistency, and absolute accuracy assessment for three validation samples. The results show that the FROM-GLC product had the highest overall accuracy, ranging from 53.81% to 73.45%. The ESRI product had the lowest overall accuracy, ranging from 35.90% to 64.16%. The spatial consistencies of the three products were low, accounting for 46.26% of the total area, and they were mostly distributed in a single area (mainly bare land and forest). The low accuracy for grassland, bare land, shrubland, and other vegetation types was the primary reason for the large differences between the three products. Future research should focus on improving the mapping accuracy for these vegetation types. Accuracies for water and cropland of the three products were consistent, and, thus, the FROM-GLC, ESA, and ESRI products can be used as auxiliary data in research related to water resources and cropland resources in drought regions.

Suggested Citation

  • Junmei Kang & Xiaomei Yang & Zhihua Wang & Hongbin Cheng & Jun Wang & Hongtao Tang & Yan Li & Zongpan Bian & Zhuoli Bai, 2022. "Comparison of Three Ten Meter Land Cover Products in a Drought Region: A Case Study in Northwestern China," Land, MDPI, vol. 11(3), pages 1-20, March.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:3:p:427-:d:771761
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    References listed on IDEAS

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    Cited by:

    1. Junmei Kang & Zhihua Wang & Hongbin Cheng & Jun Wang & Xiaoliang Liu, 2022. "Remote Sensing Land Use Evolution in Earthquake-Stricken Regions of Wenchuan County, China," Sustainability, MDPI, vol. 14(15), pages 1-23, August.
    2. Qiang Bie & Ying Shi & Xinzhang Li & Yueju Wang, 2022. "Contrastive Analysis and Accuracy Assessment of Three Global 30 m Land Cover Maps Circa 2020 in Arid Land," Sustainability, MDPI, vol. 15(1), pages 1-17, December.
    3. Zongpan Bian & Dongdong Zhang & Jun Xu & Hongtao Tang & Zhuoli Bai & Yan Li, 2022. "Study on the Evolution Law of Surface Landscape Pattern in Earthquake-Stricken Areas by Remote Sensing: A Case Study of Jiuzhaigou County, Sichuan Province," Sustainability, MDPI, vol. 14(20), pages 1-23, October.
    4. Gladys Maria Villegas Rugel & Daniel Ochoa & Jose Miguel Menendez & Frieke Van Coillie, 2023. "Evaluating the Applicability of Global LULC Products and an Author-Generated Phenology-Based Map for Regional Analysis: A Case Study in Ecuador’s Ecoregions," Land, MDPI, vol. 12(5), pages 1-32, May.
    5. Jing Zhang & Jixing Chen & Hao Liu & Yining Chen & Jingwen Yang & Zongtao Yuan & Qingan Li, 2023. "Applicability of WorldCover in Wind Power Engineering: Application Research of Coupled Wake Model Based on Practical Project," Energies, MDPI, vol. 16(5), pages 1-16, February.
    6. Miaomiao Ma & Youfeng Zou & Wenzhi Zhang & Chunhui Chen, 2022. "Landscape Pattern Consistency Assessment of 10 m Land Cover Products in Different Ecological Zoning Contexts of Sichuan Province, China," Sustainability, MDPI, vol. 14(24), pages 1-18, December.

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