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author:

Gan, C. (Gan, C..) [1] | Qiu, B. (Qiu, B..) [2] (Scholars:邱炳文) | Zhang, J. (Zhang, J..) [3] | Yao, C. (Yao, C..) [4] | Ye, Z. (Ye, Z..) [5] | Huang, H. (Huang, H..) [6] | Huang, Y. (Huang, Y..) [7] | Peng, Y. (Peng, Y..) [8] | Lin, Y. (Lin, Y..) [9] | Lin, D. (Lin, D..) [10] | Su, Z. (Su, Z..) [11]

Indexed by:

Scopus PKU CSCD

Abstract:

Accurate and timely spatiotemporal change information of rice planting patterns is significant for effectively preventing "no- grain" and achieving carbon peak and carbon neutrality goals. However, it is challenging to establish a rice mapping method at large spatial domain. This study developed a novel paddy rice planting mapping method based on dynamic coupling optical/radar features of transplanting period. The proposed algorithm was applied to paddy rice mapping in Jiangxi and Hunan province. The derived paddy rice planting map was evaluated using 1402 ground reference sites, and it had an overall accuracy of 92.80%. The paddy rice planting area was also highly consistent with the agricultural census data (R2 > 0.85) at the county level. Compared with rice feature extraction using a fixed window, the proposed method has strong robustness and migration ability, and provides a new idea and reference for crop mapping at large spatial domain. The result showed that the paddy rice planting area in Jiangxi province decreased by 3460 km2 (9.47%) from 2018 to 2021. The rice cropping intensity in Jiangxi province had decreased by 0.13 due to the change of double-cropping rice to medium rice. The double- cropping rice planting area decreased by 21.61%, with 84% shifted to single cropping rice. © 2023 Journal of Geo-Information Science. All rights reserved.

Keyword:

dynamic window Google Earth Engine phenology remote sensing rice Sentinel- 1/2 transplanting period "V" shape feature

Community:

  • [ 1 ] [Gan, C.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Qiu, B.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China
  • [ 3 ] [Zhang, J.]Technology Innovation Center for Monitoring and Restoration Engineering of Ecological Fragile Zone in Southeast China, Ministry of Natural Resources, Fuzhou, 350001, China
  • [ 4 ] [Zhang, J.]Fujian Cultivated Land Protection Center, Fuzhou, 350001, China
  • [ 5 ] [Yao, C.]Technology Innovation Center for Monitoring and Restoration Engineering of Ecological Fragile Zone in Southeast China, Ministry of Natural Resources, Fuzhou, 350001, China
  • [ 6 ] [Yao, C.]Fujian Cultivated Land Protection Center, Fuzhou, 350001, China
  • [ 7 ] [Ye, Z.]Technology Innovation Center for Monitoring and Restoration Engineering of Ecological Fragile Zone in Southeast China, Ministry of Natural Resources, Fuzhou, 350001, China
  • [ 8 ] [Ye, Z.]Fujian Cultivated Land Protection Center, Fuzhou, 350001, China
  • [ 9 ] [Huang, H.]Fujian Institute of Geological Surveying and Mapping, Fuzhou, 350011, China
  • [ 10 ] [Huang, Y.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China
  • [ 11 ] [Peng, Y.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China
  • [ 12 ] [Lin, Y.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China
  • [ 13 ] [Lin, D.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China
  • [ 14 ] [Su, Z.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, Fuzhou University, Fuzhou, 350108, China

Reprint 's Address:

  • 邱炳文

    [Qiu, B.]Key Laboratory of Spatial Data Mining &Information Sharing of the Ministry of Education, China

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Source :

地球信息科学学报

ISSN: 1560-8999

CN: 11-5809/P

Year: 2023

Issue: 1

Volume: 25

Page: 153-162

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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