Verificación de la precisión altimétrica del DSM GF-7 de las laderas costeras de lagos en la provincia de Qinghai y análisis de factores de influencia

  • role: First author第一作者
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing 100038, China

  • Email:2640725634@qq.com
  • Introduction:怀E-mail 2640725634@qq.com
ZHANG Huaiwen12,  
  • role: Corresponding author通信作者
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing 100038, China

  • Email:caoyin@iwhr.com
  • Introduction:E-mail caoyin@iwhr.com
CAO Yin12*,  
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing 100038, China

ZHAO Hongli12,  
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing 100038, China

JIANG Yunzhong12,  
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    College of Hydrology and Water Resources, Hohai University, Nanjing 210024, China

ZHAO Huizi13,  
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    School of Infrastructure Engineering, Dalian University of Technology, Dalian 116024, China

WANG Rong14,  
  • Affiliation:

    Department of Water Resources, China Institute of Water Resources and Hydropower Research, Beijing 100038, China

    Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing 100038, China

XU Haowei12

resumen

El satélite Gaofen-7 (GF-7) puede obtener datos de elevación del terreno de las laderas costeras de los lagos (DSM), con un potencial de aplicación en el monitoreo remoto de variables de almacenamiento de lagos sin observación en terreno. Sin embargo, la complejidad topográfica de los lagos hace que la cuantificación de la precisión altimétrica del GF-7 DSM y los factores que la afectan sea de gran importancia para realizar aplicaciones de monitoreo remoto basadas en GF-7 DSM. Para verificar la precisión altimétrica del GF-7 DSM en las laderas costeras de los lagos, se analizaron datos topográficos de alta precisión de 9 lagos en la provincia de Qinghai, evaluando la precisión altimétrica, estabilidad y los principales factores que afectan la precisión relativa altimétrica. Los resultados muestran errores sistemáticos en el GF-7 DSM de las laderas, baja precisión absoluta de altura, marcada correlación topográfica, pero alta precisión relativa de altura. El error absoluto en la diferencia de altura es generalmente menor a 1.7 m; cuando la pendiente es inferior a 15°, el error absoluto es menor a 1.5 m, pero la precisión disminuye con el aumento de la pendiente. La corrección del GF-7 DSM usando alturas medidas mejora significativamente la precisión absoluta, con un error general menor a 0.85 m, error medio máximo menor a 1.4 m, precisión relativa menor a 1.25 m, y error máximo menor a 1.6 m; después de la corrección, no hay correlación topográfica aparente. La precisión relativa altimétrica depende principalmente de la pendiente del punto base y del cambio de pendiente, siendo el cambio de pendiente el factor principal, con pesos de 0.019 y 0.047, respectivamente. El GF-7 DSM del mismo sitio en diferentes momentos muestra una correlación muy alta, con R² por encima de 0.98. La corrección relativa puede reducir considerablemente los errores sistemáticos de los DSM GF-7 en diferentes momentos, permitiendo la fusión de múltiples imágenes GF-7 para el monitoreo remoto de cambios en el volumen de agua de grandes lagos, ofreciendo gran potencial para el monitoreo remoto de cambios en el almacenamiento de agua de lagos sin observación en el terreno.

palabra clave

GF-7 DSM;verificación de precisión;correlación topográfica;factores de influencia;provincia de Qinghai;terreno medido;laderas costeras de lagos

References

  1. 1.
    Cao H Y, Zhang X W, Zhao C G, Xu C, Mo F and Dai J. 2020. System design and key technologies of the GF-7 satellite. Chinese Space Science and Technology, 40(5): 1-9
  2. 2.
    Editorial Department of this Magazine. 2013. Bulletin of first national census for water. Water Resources Informatization, 2: 64
  3. 3.
    Gao X, Tang X, Zhang G and Zhu X. 2013. The geometric accuracy validation of the ZY-3 mapping satellite. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 40: 111-115
  4. 4.
    He F, Liu Z F and Yao Z J. 2020. Evaluation of the monitoring accuracy of lake water level by the Jason-2 altimeter satellite. Journal of Geo-information Science, 22(3): 494-504
  5. 5.
    Jiang L G, Nielsen K, Andersen O B and Bauer-Gottwein P. 2017. Monitoring recent lake level variations on the Tibetan Plateau using CryoSat-2 SARIn mode data. Journal of Hydrology, 544: 109-124
  6. 6.
    Li G Y, Tang X M, Gao X M, Wang H B and Wang Y. 2016a. ZY‐3 Block adjustment supported by glas laser altimetry data. The Photogrammetric Record, 31(153): 88-107
  7. 7.
    Li G Y, Tang X M, Gao X M, Zhang C Y and Li T. 2016b. Improve the ZY-3 height accuracy using ICESat/GLAS laser altimeter data. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 41: 37-42
  8. 8.
    Lu S N, Huang S C, Pan Z Q, Deng H W, Stanley D and Xin Y B. 2016. High performance computing for DSM extraction from ZY-3 tri-stereo imagery. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 3: 113-120
  9. 9.
    Pan H B, Zhang G, Tang X M, Wang X, Zhou P, Xu M Z and Li D R. 2013. Accuracy analysis and verification of ZY-3 products. Acta Geodaetica et Cartographica Sinica, 42(5): 738-744, 751
  10. 10.
    Song C Q, Huang B and Ke L H. 2013. Modeling and analysis of lake water storage changes on the Tibetan Plateau using multi-mission satellite data. Remote Sensing of Environment, 135: 25-35
  11. 11.
    Song C Q, Zhan P F and Ma R H. 2020. Progress in remote sensing study on lake hydrologic regime. Journal of Lake Sciences, 32(5): 1406-1420
  12. 12.
    Sun C, Chu Q F and Wu J X. 2022. Accuracy verification of 1: 10000 scale stereo mapping of GF-7 satellite: a case study of northeast China. Geomatics and Spatial Information Technology, 45(S1): 124-126, 129, 132
  13. 13.
    Tang X M and Hu F. 2018. Development status and trend of satellite mapping. Spacecraft Recovery and Remote Sensing, 39(4): 26-35
  14. 14.
    Tang X M, Liu C R, Zhang H, Wang X, Li G Y, Mo F and Li F X. 2021. GF-7 satellite stereo images block adjustment assisted with laser altimetry data. Geomatics and Information Science of Wuhan University, 46(10): 1423-1430
  15. 15.
    Tang X M, Zhang G, Zhu X Y, Pan H B, Jiang Y H, Zhou P, Wang X and Guo L. 2012. Triple linear-array imaging geometry model of Ziyuan-3 surveying satellite and its validation. Acta Geodaetica et Cartographica Sinica, 41(2): 191-198
  16. 16.
    Tang X M, Zhou P, Zhang G, Wang X, Jiang Y H, Guo L and Liu S H. 2015. Verification of ZY-3 satellite imagery geometric accuracy without ground control points. IEEE Geoscience and Remote Sensing Letters, 12(10): 2100-2104
  17. 17.
    Uuemaa E, Ahi S, Montibeller B, Muru M and Kmoch A. 2020. Vertical accuracy of freely available global digital elevation models (ASTER, AW3D30, MERIT, TanDEM-X, SRTM, and NASADEM). Remote Sensing, 12(21): 3482
  18. 18.
    Wang S M and Dou H S. 1998. Chinese Lake Catalogue. Beijing: Science Press
  19. 19.
    Wu Y H, Li M R, Guo L N, Zheng H X and Zhang H Y. 2019. Investigating water variation of lakes in Tibetan Plateau using remote sensed data over the past 20 years. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(7): 2557-2564
  20. 20.
    Yu J N, Liu K, Zhang B Y, Huang Y, Fan C Y, Song C J and Tang G A. 2021. Vertical accuracy assessment and applicability analysis of TanDEM-X 90 m DEM in China. Journal of Geo-information Science, 23(4): 646-657
  21. 21.
    Zhang R K. 2018. Reservoir area monitoring and change rectification based on remote sensing technology. Standardization of Surveying and Mapping, 34(2): 44-48
  22. 22.
    Zhang W S and Song C Q. 2022. Spatial distribution and dynamics of lakes in China: progress in remote sensing monitoring at national scale and new inventory of the maximum lake extent and change trajectory. National Remote Sensing Bulletin, 26(1): 92-103
  23. 23.
    Zhao W P, Liu Y, Wu X C, Jiao P T and Zhang X P. 2022. Accuracy verification of the scale of 1: 10000 stereo mapping based on GaoFen-7 satellite image. Science of Surveying and Mapping, 47(1): 165-171, 180
  24. 24.
    Zhao Y, Liao J J, Shen G Z and Zhang X L. 2017. Monitoring the water level changes in Qinghai Lake with satellite altimetry data. Journal of Remote Sensing (in Chinese), 21(4): 633-644

Leer el texto completo

The above content is generated by Large Model Translation. The translated content is for reference only. We do not assume any commercial or legal responsibilty for any consequences arising from the use of our website