Research on Specified Land Cover Product Verification Based on Ground Control Data Square of Classification

Xueke CHEN; Xiaofei MI; Jian YANG; Tao YU; Miao LIU; Qiyue LIU; Zhenzhao JIANG; Zhanliang YUAN

doi:10.3969/j.issn.1009-8518.2025.04.012

Spacecraft Recovery & Remote Sensing, Volume. 46, Issue 4, 139(2025)

Research on Specified Land Cover Product Verification Based on Ground Control Data Square of Classification

Xueke CHEN¹, Xiaofei MI^2,4、*, Jian YANG^2,4, Tao YU^2,4,5, Miao LIU^2,4,6, Qiyue LIU³, Zhenzhao JIANG², and Zhanliang YUAN¹

Author Affiliations

¹School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454000, China

²Aerospace Information Researchlnstitute, Chinese Academy of Sciences, Beijing 100094, China

³School of Remote Sensing and Information Engineering, North China Institute of Aerospace Engineering, Langfang 065000, China

⁴Demonstration Center for Spaceborne Remote Sensing, China National Space Administration, Beijing 100101, China

⁵Langfang Research and Development Center for Spatial information Technology, Langfang 065099, China

⁶Key Laboratory of Earth Observation of Hainan Province, Hainan Aerospace Information Research Institute, Wenchang 571333, China

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References(13)

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[12] FRITZ S, SEE L, MCCALLUM I et al. Highlighting Continued Uncertainty in Global Land Cover Maps for the User Community[J]. Environmental Research Letters, 6, 044005(2011).

[13] KAPTUÉ TCHUENTÉ A T, ROUJEAN J L, DE JONG S M. Comparison and Relative Quality Assessment of the GLC2000, GLOBCOVER, MODIS and ECOCLIMAP Land Cover Data Sets at the African Continental Scale[J]. International Journal of Applied Earth Observation and Geoinformation, 13, 207-219(2011).

[14] OLOFSSON P, FOODY G M, HEROLD M et al. Good Practices for Estimating Area and Assessing Accuracy of Land Change[J]. Remote Sensing of Environment, 148, 42-57(2014).

[15] STEHMAN S V. Impact of Sample Size Allocation When Using Stratified Random Sampling to Estimate Accuracy and Area of Land-cover Change[J]. Remote Sensing Letters, 3, 111-120(2012).

[21] WANG J, LIU J, ZHUAN D et al. Spatial Sampling Design for Monitoring the Area of Cultivated Land[J]. International Journal of Remote Sensing, 23, 263-284(2002).

[22] GORELICKN, HANCHERM, DIXONM M et al. Google Earth Engine: Planetary-Scale Geospatial Analysis for Everyone[J]. Remote Sensing of Environment, 202, 18-27(2017).

[23] FOODY G M. Status of Land Cover Classification Accuracy Assessment[J]. Remote Sensing of Environment, 80, 185-201(2002).

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Xueke CHEN, Xiaofei MI, Jian YANG, Tao YU, Miao LIU, Qiyue LIU, Zhenzhao JIANG, Zhanliang YUAN. Research on Specified Land Cover Product Verification Based on Ground Control Data Square of Classification[J]. Spacecraft Recovery & Remote Sensing, 2025, 46(4): 139

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Paper Information

Category: Evaluation and Analysis Technology

Received: Jan. 26, 2025

Accepted: Jan. 26, 2025

Published Online: Sep. 12, 2025

The Author Email: Xiaofei MI (mixf@aircas.ac.cn)

DOI:10.3969/j.issn.1009-8518.2025.04.012

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