ORIGINAL RESEARCH
Spatial Extraction of Wheat-Corn Rotation
Areas in Sushui River Basin Based on NDVI
Differences in Key Phenological Stages
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1
Shanxi Agricultural University, College of Resources and Environment, Jinzhong, Shanxi 030801, China
2
Yuncheng University, Yuncheng, Shanxi 044000, China
Submission date: 2023-05-04
Final revision date: 2023-09-05
Acceptance date: 2023-11-28
Online publication date: 2024-03-05
Publication date: 2024-04-09
Corresponding author
Rutian Bi
Shanxi Agricultural University, College of Resources and Environment, Jinzhong, Shanxi 030801, China
Pol. J. Environ. Stud. 2024;33(3):3217-3229
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ABSTRACT
Dynamic monitoring of food cultivation status is important for guaranteeing food security and
planning rational cultivation. Significant progress has been seen in crop classification using remote
sensing data with high temporal resolution over large areas. However, improvement is needed for
cultivation monitoring at the scale of small watersheds. This study combined high-temporal resolution
moderate resolution imaging spectroradiometer (MODIS) data and high-spatial resolution Sentinel-2
data to identify key phenological stages of winter wheat and summer corn. MODIS data were used
to construct indicators for differences in stages. Extraction thresholds for winter wheat and summer
corn were determined using indicators for field sample sites. Different thresholds for key phenological
stages were employed to determine the spatial distribution of these crops using Sentinel-2. The spatial
distribution of winter wheat and summer corn rotation lands was generated using an overlay. User
accuracies of the spatial extraction of wheat and corn rotation lands were 95%, 88.89%, and 86.96% for
2017-2018, 2018-2019, and 2019-2020, respectively (kappa coefficients: 74.24%, 54.47%, and 68.21%).
The key phenological stage difference indicator method is suitable for crop classification and spatial
extraction at the scale of small watersheds and can allow dynamic monitoring of grain crop cultivation
in small-scale areas.