Spatio-Temporal Patterns of Open Surface Water in the Central Valley of California 2000-2011: Drought, Land Cover, and Waterbirds

被引:27
作者
Reiter, Matthew E. [1 ]
Elliott, Nathan [1 ]
Veloz, Sam [1 ]
Jongsomjit, Dennis [1 ]
Hickey, Catherine M. [1 ]
Merrifield, Matt [2 ]
Reynolds, Mark D. [2 ]
机构
[1] Point Blue Conservat Sci, Petaluma, CA 94954 USA
[2] Nature Conservancy, San Francisco, CA 94105 USA
来源
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION | 2015年 / 51卷 / 06期
关键词
Central Valley; drought; land cover; trend; remote sensing; waterbirds; water; RICE FIELDS; WINTER MANAGEMENT; PRIORITY-DRIVEN; CLIMATE-CHANGE; DEMAND-DRIVEN; TULARE BASIN; INDEX NDWI; MODEL; PREDICTION; AREA;
D O I
10.1111/1752-1688.12353
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We used Landsat satellite imagery to (1) quantify the distribution of open surface water across the Central Valley of California 2000-2011, (2) summarize spatio-temporal variation in open surface water during this time series, and (3) assess factors influencing open surface water, including drought and land cover type. We also applied the imagery to identify available habitat for waterbirds in agriculture. Our analyses indicated that between 2000 and 2011 open surface water has declined across the Central Valley during the months of July-October. On average, drought had a significant negative effect on open surface water in July, September, and October, though the magnitude and timing of the effect varied spatially. The negative impact of a drought year on open water was experienced immediately in the southern Central Valley; however, there was a oneyear time-lag effect in the northern Central Valley. The highest proportion of open surface water was on agricultural lands followed by lakes, rivers, and streams, yet the relative proportions varied spatially and across months. Our data were consistent with previous descriptions of waterbird habitat availability in post-harvest rice in the northern Central Valley. Tracking water distribution using satellites enables empirically based assessments of the impacts of changing water policy, land-use, drought, climate, and management on water resources.
引用
收藏
页码:1722 / 1738
页数:17
相关论文
共 49 条
[41]   Assessment of Spatio-Temporal Changes in Land Use/Land Cover Over a Decade (2000-2014) Using Earth Observation Datasets: A Case Study of Varanasi District, India [J].
Mishra, Varun Narayan ;
Prasad, Rajendra ;
Kumar, Pradeep ;
Gupta, Dileep Kumar ;
Agarwal, Sarang ;
Gangwal, Anil .
IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2019, 43 (Suppl 1) :383-401
[42]   Spatio-temporal patterns of the effects of precipitation variability and land use/cover changes on long-term changes in sediment yield in the Loess Plateau, China [J].
Gao, Guangyao ;
Zhang, Jianjun ;
Liu, Yu ;
Ning, Zheng ;
Fu, Bojie ;
Sivapalan, Murugesu .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2017, 21 (09) :4363-4378
[43]   Spatio-temporal patterns of snow cover in the Tien Shan, China from 2000 to 2019 based on cloud-free data supported by Google Earth Engine [J].
Ji, Qingwen ;
Yan, Songkun ;
He, Yu ;
Lu, Xinyu ;
Ma, Ziqiang .
REMOTE SENSING LETTERS, 2023, 14 (03) :265-276
[44]   A Geostatistics-Based Tool to Characterize Spatio-Temporal Patterns of Remotely Sensed Land Surface Temperature Fields Over the Contiguous United States [J].
Torres-Rojas, L. ;
Waterman, T. ;
Cai, J. ;
Zorzetto, E. ;
Wainwright, H. M. ;
Chaney, N. W. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2024, 129 (18)
[45]   Land surface temperature relation with normalized satellite indices for the estimation of spatio-temporal trends in temperature among various land use land cover classes of an arid Potohar region using Landsat data [J].
Aqil Tariq ;
Iqra Riaz ;
Zulfiqar Ahmad ;
Bisheng Yang ;
Muhammad Amin ;
Rukhsana Kausar ;
Shaista Andleeb ;
Muhammad Aslam Farooqi ;
Muhammad Rafiq .
Environmental Earth Sciences, 2020, 79
[46]   The impacts of landscape patterns spatio-temporal changes on land surface temperature from a multi-scale perspective: A case study of the Yangtze River Delta [J].
Xiao, Rui ;
Cao, Wei ;
Liu, Yue ;
Lu, Binbin .
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 821
[47]   Assessing regional-scale spatio-temporal patterns of groundwater-surface water interactions using a coupled SWAT-MODFLOW model [J].
Bailey, Ryan T. ;
Wible, Tyler C. ;
Arabi, Mazdak ;
Records, Rosemary M. ;
Ditty, Jeffrey .
HYDROLOGICAL PROCESSES, 2016, 30 (23) :4420-4433
[48]   Spatio-temporal Variation of Water Heat Flux Using MODIS Land Surface Temperature Product over Hulun Lake, China During 2001–2018 [J].
Boyu Zhao ;
Jia Du ;
Kaishan Song ;
Pierre-André Jacinthe ;
Xiaoyun Xiang ;
Haohao Zhou ;
Zhichao Yang ;
Liyan Zhang ;
Pingping Guo .
Chinese Geographical Science, 2020, 30 :1065-1080
[49]   Spatio-temporal Variation of Water Heat Flux Using MODIS Land Surface Temperature Product over Hulun Lake, China During 2001-2018 [J].
Zhao Boyu ;
Du Jia ;
Song Kaishan ;
Jacinthe, Pierre-Andre ;
Xiang Xiaoyun ;
Zhou Haohao ;
Yang Zhichao ;
Zhang Liyan ;
Guo Pingping .
CHINESE GEOGRAPHICAL SCIENCE, 2020, 30 (06) :1065-1080