Evaluating the consistency between Sentinel-2 and Planet constellations at field scale: illustration over winter wheat
文献类型： 外文期刊
第一作者： Ma, Yuman
作者： Ma, Yuman;Li, Wenjuan;Wang, Jingwen;Liu, Shouyang;Dong, Mingxia;Shi, Zhongchao
作者机构：
关键词： Sentinel-2; Planet; Wheat; Consistency analysis; Surface reflectance; LAI
期刊名称：PRECISION AGRICULTURE （ 影响因子：6.6； 五年影响因子：7.4 ）
ISSN： 1385-2256
年卷期： 2025 年 26 卷 2 期
页码：
收录情况： SCI
摘要： PurposeSentinel-2 enables precise wheat monitoring, but cloud cover can disrupt observations. PlanetScope's near-daily, 3-m resolution can compensate, but cross-calibration of its different sensors poses challenges. Synergy between Sentinel-2 and PlanetScope can leverage their complementary strengths. Prior to this, consistency analysis is crucial. This study aims to evaluate their consistency and determine optimal time intervals and product levels.MethodsThe wheat Leaf Area Index (LAI) was measured in France and China (2019-2022), alongside collecting Sentinel-2 and PlanetScope (SuperDove, Dove-R) imagery. Surface reflectance, vegetation indices (VIs), and LAI were analyzed for consistency, with satellite LAI retrieved using a PROSAIL-based neural network.ResultsSurface reflectance exhibited strong overall consistency (R2 = 0.89 for Sentinel-2 and SuperDove, and R2 = 0.98 for Sentinel-2 and Dove-R), enabling overall band conversion regression equations. VIs showed high consistency within a 2-day interval: Dove-R and Sentinel-2 achieved R2 = 0.96 and RMSE = 0.06 for Normalized Difference Vegetation Index (NDVI), SuperDove and Sentinel-2 exhibited the strongest agreement in Normalized Difference Red-Edge Index (NDRE) (R2 = 0.79, RMSE = 0.09), highlighting the potential of red-edge-band-based VIs in satellite synergy. LAI consistency demonstrated robust performance across 0-5 day intervals (R2 = 0.89-0.97 for Dove-R and Sentinel-2, and R2 = 0.89-0.97 for SuperDove and Sentinel-2), with an optimal interval of 2 days.ConclusionThe synergy of Sentinel-2 and PlanetScope for continuous crop monitoring is feasible, with LAI being the most robust choice. Future studies should include more high-resolution satellites and other products (e.g., top-of-atmosphere reflectance) to enhance crop monitoring.
分类号：
- 相关文献
作者其他论文 更多>>
-
VaWRKY65 contributes to cold tolerance through dual regulation of soluble sugar accumulation and reactive oxygen species scavenging in Vitis amurensis
作者：Meng, Lin;Zhou, Huimin;Tan, Lisha;Hou, Yujun;Li, Wenjuan;Kafle, Subash;Xin, Haiping;Zhou, Huimin;Li, Qingyun;Hou, Yujun;Li, Wenjuan;Kafle, Subash;Li, Qingyun;Liang, Ju;Aryal, Rishi;Liang, Zhenchang;Liang, Zhenchang
关键词：
-
Genome-Wide Identification and Expression Profiling of Dehydration-Responsive Element-Binding Family Genes in Flax (Linum usitatissimum L.)
作者：Wang, Yan;Niu, Yamin;Lu, Nan;Hu, Zuyu;Liu, Zigang;Zhang, Jianping;Wang, Yan;Qi, Yanni;Wang, Limin;Xu, Chenmeng;Li, Wenjuan;Dang, Zhao;Zhao, Wei;Wang, Ping;Xie, Yaping;Niu, Yamin;Lu, Nan;Hu, Zuyu;Zhang, Jianping;Liu, Zigang
关键词：flax;
DREB ; transcription factors; abiotic stress; expression analysis -
Genetic analysis and identification of major locus and candidate genes linked to thousand-seed weight in flax (Linum usitatissimum)
作者：Qi, Yanni;Wang, Limin;Li, Wenjuan;Dang, Zhao;Zhao, Wei;Wang, Ping;Xie, Yaping;Xu, Chenmeng;Wang, Yan;Zhang, Jianping;Wang, Wei
关键词：Flax; TSW; BSA-seq; Fine mapping; qRT-PCR
-
HARMU: A Multiband Sensor Harmonization for Building Virtual Constellations. Application to Landsat 8 and Sentinel-2
作者：Wang, Changjing;Yin, Gaofei;Fu, Rui;Descals, Adria;Descals, Adria;Li, Wenjuan;Weiss, Marie;Verger, Aleixandre;Verger, Aleixandre
关键词：Reflectivity; Landsat; Land surface; Training; Atmospheric modeling; Linear regression; Spatiotemporal phenomena; Spatial resolution; Geology; Earth; Landsat 8; red-edge (RE) band; Sentinel-2; spectral harmonization; virtual constellation
-
Leveraging big Earth data for spatially explicit tracking of the progress on UN SDG15.1.2
作者：Zhao, Yuhe;Ma, Xuanlong;Liu, Kedi;Zhao, Yuhe;Ma, Xuanlong;Liu, Kedi;Zhao, Yuhe;Ma, Xuanlong;Liu, Kedi;Zhang, Zhengyang;Li, Wenjuan;Li, Wenjuan
关键词：Sustainable development goals; terrestrial biodiversity; Big Earth Data; mainland Southeast Asia; conservation planning
-
An efficient retrieval method on Google Earth Engine and comparison with hybrid methods: a case study of leaf area index retrieval
作者：Li, Sijia;Tang, Zhiguang;Ma, Kaisen;Wang, Zhenyi;Li, Wenjuan
关键词：Google Earth Engine; remote sensing retrieval; look-up table (LUT); hybrid methods; LAI retrieval using LUT
-
A novel index for mapping crop residue covered cropland using remote sensing data
作者：Zhang, Wenqian;Li, Wenjuan;Wang, Cong;Yu, Qiangyi;Tang, Huajun;Wu, Wenbin;Zhang, Wenqian;Li, Wenjuan;Wang, Cong;Yu, Qiangyi;Tang, Huajun;Wu, Wenbin
关键词：Crop residue covered cropland mapping; Crop residue covered spectral index (CRCSI); Spectral analysis; Multi-band index
