Remote Sensing Technology and Application, Volume. 39, Issue 3, 699(2024)
Application of GRACE and Meteorological Data to Monitor Terrestrial Water Storage in the Yellow River Basin
[1] LI Zhanshu. Speech at the symposium on Yellow River protection legislation. The People's Congress of China, 6-9(2021).
[2] WEI F, ZHONG M, LEMOINE J M et al. Evaluation of goundwater depletion in North China using the Gravity Recovery And Climate Experiment(GRACE) data and ground-based measurements. Water Resources Research, 49, 2110-2118(2013).
[3] LINLI A, JIDA W, JIANPING H et al. Divergent causes of terrestrial water storage declines between drylands and humid regions globally. Geophysical Research Letters, 48, 35-50(2021).
[4] MAIUMDAR S, SMITH R, BULTER J J et al. Groundwater withdrawal prediction using integrated multi-temporal remote sensing datasets and machine learning. Water Resources Research, 56, 28-59(2020).
[5] SCANLON B R, RATEB A, POOL D R et al. Effects of climate and irrigation on GRACE-based estimates of water storage changes in major US quifers. Environmental Research Letters, 16, -094047(2021).
[6] MASOOD A, TARIQ M A U R, HASHMI M Z U R et al. An overview of groundwater monitoring through point-to satellite-based techniques. Water, 14, 565-575(2022).
[7] TU Mengzhao, LIU Zhifeng, HE Chunyang et al. Research progress of groundwater storage changes monitoring in China based on GRACE satellite data. Advances in Earth Science, 35, 643-656(2020).
[8] CHEN J L, WILSON C R, FAMIGLIETTI J S et al. Spatial sensitivity of the Gravity Recovery And Climate Experiment(GRACE) time-variable gravity observations. Journal of Geophysical Research: Solid Earth, 110, 1-8(2005).
[9] MATSUO K, HEKI K. Time-variable ice loss in Asian high mountains from satellite gravimetry. Earth & Planetary Science Letters, 290, 30-36(2010).
[10] TAPLEY B D, BETTADPUR S, RIES J C et al. GRACE measurements of mass variability in the Earth system. Science, 305, 503-505(2004).
[11] VELICOGNA I, WAHR J. Acceleration of Greenland ice mass loss in spring 2004. Nature, 443, 329-331(2006).
[12] LIU Fangfang, HUANG Yaohuan, YAO Huarong et al. Spatiotemporal evolution pattern of groundwater storage changes in Beijing-Tianjin-Hebei region based on GRACE. South-to-North Water Transfers and Water Science & Technology, 19, 874-882(2021).
[13] FENG Wei, WANG Changqing, MU Dapeng et al. Groundwa-ter storage variations in the North China Plain from GRACE with spatial constraints. Chinese Journal of Geophysics, 60, 1630-1642(2017).
[14] REN Liliang, WANG Yu, JIANG Shanhu et al. GRACE and GRACE-FO-based terrestrial water storage and its influencing factor analysis of the Yellow River Basin. Water Resources Protection, 38, 26-32(2022).
[15] LU Xiaojuan, LEI Shaogang, CAI Zhen et al. Changes of land water storage in the Yellow River basin from 2005 to 2015. South-to-North Water Transfers and Water Science & Te-chnology, 20, 253-262,296(2022).
[16] LI Zhen, ZHANG Chuanyin, KE Baogui et al. North China plain water storage variation analysis based on GRACE and seasonal influence considering. Acta Geodaetica et Cartographica Sinica, 47, 940-949(2018).
[17] PURDY A J, CEDRIC H D, SIKDER M S et al. An open-source tool to facilitate the processing of GRACE observations and GLDAS outputs: An evaluation in Bangladesh. Frontiers in Environmental Science, 7, 155(2019).
[18] XU Pengfei, JIANG Tao, ZHANG Chuanyin et al. Data filling of terrestrial water storage anomaly during the gap period of GRACE/GRACE-FO:A case study of global typical basins. Chinese Journal of Geophysics, 64, 3048-3067(2021).
[19] SHI Tong, LIU Xin, MU Dapeng et al. Reconstructing gap data between GRACE and GRACE-FO based on multi-layer perceptron and analyzing terrestrial water storage changes in the Yellow River basin. Chinese Journal of Geophysics, 65, 2448-2463(2022).
[20] ZHANG Lei, HUANG Jianping, LIANG Jiening et al. Impact of climate change on the Yellow River basin and respons. Science & Technology Review, 38, 42-51(2020).
[21] LONG D, SCANLON B R, LONGUEVERGNE L et al. GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas. Geophysical Research Letters, 40, 3395-3401(2013).
[22] RODELL M, HOUSER P R, JAMBOR U et al. The global land data assimilation system. Bulletin of the American Meteorological Society, 85, 381-394(2004).
[23] ZHU C C, GUO J Y, YUAN J J et al. Refining altimeter-derived gravity anomaly model from Shipborne gravity by multi-layer perceptron neural network: A case in the South China Sea. Remote Sensing, 13, 607(2021).
[24] LI Z, DENG X, YIN F et al. Analysis of climate and land use changes impacts on land degradation in the North China Plain. Leibniz Information Centre for Economics, 4, 1-11(2015).
[25] HAN Dandan. Changes of Vegetation and Its response to Extreme Climate in the Loess Plateau(2020).
[26] JING Liwei. Quantifying In-stream Flow Required for Sediment Transport in the Flood Season of the Lower Yellow River(2009).
[27] BAI Liquan. The study on the ancient ferries of the middle reaches of the Yellow River(2010).
[28] HU Pengfeii, LI Jing, ZHANG Yanli et al. Temporal and spatial variation and influencing factors of water storage on the Loess Plateau. Remote Sensing Technology and Application, 34, 176-186(2019).
[29] LI Ying, SU Fengge, TANG Qiuhong et al. Contributions of moisture sources to precipitation in the major drainage basins in the Tibetan Plateau. Science China Earth Sciences, 52, 1328-1344(2022).
[30] RAO Weilong, ZHANG Lan, WANG Qiuyu et al. Mass migration of Qinghai-Tibet Plateau studied by using GRACE time-variable gravity. Journal of University of Chinese Academy of Sciences, 38, 9-22(2021).
[31] WEI Yining, LI Xungui, LI Fang et al. Spatial distribution characteristics and influencing factors of wet and dry of runoff in upper reaches of the Yellow River. Water Resources Protection, 37, 103-113(2021).
[32] XU Jiongxin. Impact of human activities on the stream flow of Yellow River. Advances in Water Science, 18, 648-655(2007).
[33] ZHOU Miao, CHANG Xiaotao, ZHU Guangbin et al. Ground-water reserves changes from time - varying gravity data. Science of Surveying and Mapping, 46, 67-72(2021).
[34] CHEN Zheng, WANG Wenjie, JIANG Weiguo et al. The spatial and temporal variation pattern of irrigation water use and its relationship with drought in Huang-Huai-Hai Plain. Journal of Natural Resources, 35, 1228-1237(2020).
[35] ALISSA M W, PAYTON G, ADRIAN A B et al. A review of GNSS/GPS in hydrogeodesy:Hydrologic loading applications and their implications for water resource research. Water Resources Research, 58(2022).
Get Citation
Copy Citation Text
Bo ZHANG, Danping CAO, Jiakui TANG. Application of GRACE and Meteorological Data to Monitor Terrestrial Water Storage in the Yellow River Basin[J]. Remote Sensing Technology and Application, 2024, 39(3): 699
Category:
Received: Oct. 26, 2022
Accepted: --
Published Online: Dec. 9, 2024
The Author Email: