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- TATEISHI Ryutaro
- Center for Environmental Remote Sensing, Chiba University
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- TSEND-AYUSH Javzandulam
- Center for Environmental Remote Sensing, Chiba University
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- Aboel GHAR Mohamed
- Center for Environmental Remote Sensing, Chiba University
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- AL-BILBISI Hussam
- Geography Department, University of Jordan
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- OKATANI Takaki
- Policy Bureau, Ministry of Land, Infrastructure and Transport
Bibliographic Information
- Other Title
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- 広域土地被覆マッピングの検証のためのサンプリング方法 (英文)
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Abstract
Validation is an important step of land cover mapping. To find a better sampling method for validation, stratified random sampling, simple random sampling, and use of training data for validation were evaluated using assumed true land cover data and simulated classified results. Evaluation was performed by comparing error matrices that were obtained from various sampling methods using the true error matrix. Stratified random sampling with area weight having a sample size of at least 20-40 per class is recommended from the perspective of statistical rigor and practicality.
Journal
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- Journal of The Remote Sensing Society of Japan
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Journal of The Remote Sensing Society of Japan 27 (3), 195-204, 2007
The Remote Sensing Society of Japan
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Details 詳細情報について
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- CRID
- 1390282679641719040
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- NII Article ID
- 130002145312
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- NII Book ID
- AN10035665
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- ISSN
- 18831184
- 02897911
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- NDL BIB ID
- 8878714
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- Text Lang
- en
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- Data Source
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- JaLC
- NDL
- CiNii Articles
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- Abstract License Flag
- Disallowed