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Volumn 51, Issue 6, 2015, Pages 1722-1738

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

Author keywords

Central Valley; Drought; Land cover; Remote sensing; Trend; Water; Waterbirds

Indexed keywords

AGRICULTURE; DROUGHT; ECOSYSTEMS; LAND USE; LANDFORMS; REMOTE SENSING; SATELLITE IMAGERY; TRACKING (POSITION); WATER; WATER MANAGEMENT; WATER RESOURCES; WATER SUPPLY SYSTEMS;

EID: 84983120936     PISSN: 1093474X     EISSN: 17521688     Source Type: Journal    
DOI: 10.1111/1752-1688.12353     Document Type: Article
Times cited : (28)

References (63)
  • 1
    • 29444441407 scopus 로고    scopus 로고
    • A New Technique to Estimate Net Groundwater Use Across Large Irrigated Areas by Combing Remote Sensing and Water Balance Approaches
    • Ahmad, M.D., W.G.M. Bastiaanssen, and R.A. Feddes, 2005. A New Technique to Estimate Net Groundwater Use Across Large Irrigated Areas by Combing Remote Sensing and Water Balance Approaches. Hydrogeology Journal 13:653-664.
    • (2005) Hydrogeology Journal , vol.13 , pp. 653-664
    • Ahmad, M.D.1    Bastiaanssen, W.G.M.2    Feddes, R.A.3
  • 2
    • 77956649096 scopus 로고    scopus 로고
    • A Survey of Cross Validation Procedures for Model Selection
    • Arlot, S. and A. Celisse, 2010. A Survey of Cross Validation Procedures for Model Selection. Statistics Surveys 4:40-79.
    • (2010) Statistics Surveys , vol.4 , pp. 40-79
    • Arlot, S.1    Celisse, A.2
  • 4
    • 84983166547 scopus 로고    scopus 로고
    • The MAD MAN: Change Detection and Radiometric Normalization with ENVI/IDL and Python
    • User's Manual., accessed August 5, 2015.
    • Canty, M.J., 2012. The MAD MAN: Change Detection and Radiometric Normalization with ENVI/IDL and Python. User's Manual. http://mcanty.homepage.t-online.de/, accessed August 5, 2015.
    • (2012)
    • Canty, M.J.1
  • 5
    • 39749119412 scopus 로고    scopus 로고
    • Automatic Radiometric Normalization of Multi-Temporal Satellite Imagery with the Iteratively Re-weighted MAD Transformation
    • Canty, M.J. and A.A. Nielsen, 2008. Automatic Radiometric Normalization of Multi-Temporal Satellite Imagery with the Iteratively Re-weighted MAD Transformation. Remote Sensing of Environment 112:1025-1036.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 1025-1036
    • Canty, M.J.1    Nielsen, A.A.2
  • 6
    • 0003396332 scopus 로고
    • John Wiley and Sons, New York City, New York.
    • Cochran, W.G., 1977. Sampling Techniques. John Wiley and Sons, New York City, New York.
    • (1977) Sampling Techniques
    • Cochran, W.G.1
  • 10
    • 77954777760 scopus 로고    scopus 로고
    • California Department of Water Resources, Sacramento, California.
    • DWR, 2009. California Water Plan Update 2009. California Department of Water Resources, Sacramento, California.
    • (2009) California Water Plan Update 2009
  • 11
    • 73949141293 scopus 로고    scopus 로고
    • Species Distribution Models: Ecological Explanation and Prediction Across Space and Time
    • Elith, J. and J.R. Leathwick, 2009. Species Distribution Models: Ecological Explanation and Prediction Across Space and Time. Annual Reviews in Ecology, Evolution and Systematics 40:677-697.
    • (2009) Annual Reviews in Ecology, Evolution and Systematics , vol.40 , pp. 677-697
    • Elith, J.1    Leathwick, J.R.2
  • 12
    • 0031970477 scopus 로고    scopus 로고
    • Winter Management of Californian Rice Fields for Waterbirds
    • Elphick, C.S. and L.W. Oring, 1998. Winter Management of Californian Rice Fields for Waterbirds. Journal of Applied Ecology 35:95-108.
    • (1998) Journal of Applied Ecology , vol.35 , pp. 95-108
    • Elphick, C.S.1    Oring, L.W.2
  • 14
    • 84884256674 scopus 로고    scopus 로고
    • Automated Water Extraction Index: A New Technique for Surface Water Mapping Using Landsat Imagery
    • Feyisa, G.L., H. Meilby, R. Fensholt, and S.R. Proud, 2014. Automated Water Extraction Index: A New Technique for Surface Water Mapping Using Landsat Imagery. Remote Sensing of the Environment 140:23-35.
    • (2014) Remote Sensing of the Environment , vol.140 , pp. 23-35
    • Feyisa, G.L.1    Meilby, H.2    Fensholt, R.3    Proud, S.R.4
  • 15
    • 80053458905 scopus 로고    scopus 로고
    • A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance
    • L. Getoor, and T. Scheffer (Editors). ICML ′11. ACM, New York City, New York -
    • Flach, P., J. Hernandez-Orallo, and C. Ferri, 2011. A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance. In: Proceedings of the 28th International Conference on Machine Learning (ICML-11), L. Getoor, and T. Scheffer (Editors). ICML ′11. ACM, New York City, New York, pp. 657-664.
    • (2011) Proceedings of the 28th International Conference on Machine Learning (ICML-11) , pp. 657-664
    • Flach, P.1    Hernandez-Orallo, J.2    Ferri, C.3
  • 16
    • 22144470158 scopus 로고    scopus 로고
    • Change in Area of Winter-Flooded and Dry Rice in Northern Central Valley of California Determined by Satellite Imagery
    • Fleskes, J.P., W.M. Perry, K.L. Petrik, R. Spell, and F. Reid, 2005. Change in Area of Winter-Flooded and Dry Rice in Northern Central Valley of California Determined by Satellite Imagery. California Fish and Game 91:207-215.
    • (2005) California Fish and Game , vol.91 , pp. 207-215
    • Fleskes, J.P.1    Perry, W.M.2    Petrik, K.L.3    Spell, R.4    Reid, F.5
  • 17
    • 84887308454 scopus 로고    scopus 로고
    • Bird Use of Fields Treated Postharvest with Two Types of Flooding in Tulare Basin, California
    • Fleskes, J.P., D.A. Skalos, and M.A. Farinha, 2012. Bird Use of Fields Treated Postharvest with Two Types of Flooding in Tulare Basin, California. Journal of Fish and Wildlife Management 3:164-174.
    • (2012) Journal of Fish and Wildlife Management , vol.3 , pp. 164-174
    • Fleskes, J.P.1    Skalos, D.A.2    Farinha, M.A.3
  • 18
    • 84891047219 scopus 로고    scopus 로고
    • Changes in Types and Area of Postharvest Flooded Fields Available to Waterbirds in Tulare Basin, California
    • Fleskes, J.P., D.A. Skalos, and M.A. Farinha, 2013. Changes in Types and Area of Postharvest Flooded Fields Available to Waterbirds in Tulare Basin, California. Journal of Fish and Wildlife Management 4:351-361.
    • (2013) Journal of Fish and Wildlife Management , vol.4 , pp. 351-361
    • Fleskes, J.P.1    Skalos, D.A.2    Farinha, M.A.3
  • 19
    • 85013271300 scopus 로고    scopus 로고
    • Fine-Scale Hydrologic Modeling for Regional Landscape Applications: The California Basin Characterization Model Development and Performance
    • Flint, L.E., A.L. Flint, J.H. Thorne, and R. Boynton, 2013. Fine-Scale Hydrologic Modeling for Regional Landscape Applications: The California Basin Characterization Model Development and Performance. Ecological Processes 2:25.
    • (2013) Ecological Processes , vol.2 , pp. 25
    • Flint, L.E.1    Flint, A.L.2    Thorne, J.H.3    Boynton, R.4
  • 24
    • 79955723868 scopus 로고    scopus 로고
    • Nongame and Upland Gamebird Surveys on Sacramento Valley National Wildlife Refuges, 1986-1993
    • Gilmer, D.S., K.A. Gonzalez, M.A. Wolder, and N.R. Graves, 1996. Nongame and Upland Gamebird Surveys on Sacramento Valley National Wildlife Refuges, 1986-1993. Western Birds 29:83-102.
    • (1996) Western Birds , vol.29 , pp. 83-102
    • Gilmer, D.S.1    Gonzalez, K.A.2    Wolder, M.A.3    Graves, N.R.4
  • 25
    • 84983153737 scopus 로고    scopus 로고
    • Package 'Landsat'
    • R package documentation., accessed August 5, 2015.
    • Goslee, S., 2012. Package 'Landsat'. R package documentation. http://cran.r-project.org/web/packages/landsat/landsat.pdf, accessed August 5, 2015.
    • (2012)
    • Goslee, S.1
  • 26
    • 84856703845 scopus 로고    scopus 로고
    • Adapting California's Water Management to Climate Change
    • Hanak, E. and J.R. Lund, 2012. Adapting California's Water Management to Climate Change. Climatic Change 111:17-44.
    • (2012) Climatic Change , vol.111 , pp. 17-44
    • Hanak, E.1    Lund, J.R.2
  • 27
    • 69549133517 scopus 로고    scopus 로고
    • Measuring Classifier Performance: A Coherent Alternative to the Area Under the ROC Curve
    • Hand, D.J., 2009. Measuring Classifier Performance: A Coherent Alternative to the Area Under the ROC Curve. Machine Learning 77:103-123.
    • (2009) Machine Learning , vol.77 , pp. 103-123
    • Hand, D.J.1
  • 29
    • 84983191126 scopus 로고    scopus 로고
    • Package 'Dismo'. R package documentation., accessed August 5, 2015.
    • Hijmans, R.J., S. Phillips, J. Leathwick, and J. Elith, 2012. Package 'Dismo'. R package documentation. http://cran.r-project.org/web/packages/dismo/dismo.pdf, accessed August 5, 2015.
    • (2012)
    • Hijmans, R.J.1    Phillips, S.2    Leathwick, J.3    Elith, J.4
  • 30
    • 84983116910 scopus 로고    scopus 로고
    • Package 'Raster'. R package documentation., accessed August 5, 2015.
    • Hijmans, R.J. and van Etten J., 2012. Package 'Raster'. R package documentation. http://cran.r-project.org/web/packages/raster/raster.pdf, accessed August 5, 2015.
    • (2012)
    • Hijmans, R.J.1    van Etten, J.2
  • 31
    • 20844445108 scopus 로고    scopus 로고
    • Mapping and Visualizing the Great Salt Lake Landscape Dynamics Using Multi-Temporal Satellite Images, 1972-1996
    • Hung, M.C. and Y.H. Wu, 2005. Mapping and Visualizing the Great Salt Lake Landscape Dynamics Using Multi-Temporal Satellite Images, 1972-1996. International Journal of Remote Sensing 26:1815-1834.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 1815-1834
    • Hung, M.C.1    Wu, Y.H.2
  • 32
    • 0033685007 scopus 로고    scopus 로고
    • Landsat 7 Automatic Cloud Cover Assessment: Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery
    • Irish, R., 2000. Landsat 7 Automatic Cloud Cover Assessment: Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery. Proceedings of SPIE 4049:348-355.
    • (2000) Proceedings of SPIE , vol.4049 , pp. 348-355
    • Irish, R.1
  • 33
    • 84855340610 scopus 로고    scopus 로고
    • Potential for Adaptation to Climate Change in an Agricultural Landscape in the Central Valley of California
    • Publication # CEC-500-2009-044-F, California Climate Change Center, University of California, Berkeley, California., accessed August 5, 2015.
    • Jackson, L.E., F. Santos-Martin, A.D. Hollander, W.R. Horwath, R.E. Howitt, J.B. Kramer, A.T. O'Geen, B.S. Orlove, J.W. Six, S.K. Sokolow, D.A. Sumner, T.P. Tomich, and S.M. Wheeler, 2009. Potential for Adaptation to Climate Change in an Agricultural Landscape in the Central Valley of California. Publication # CEC-500-2009-044-F, California Climate Change Center, University of California, Berkeley, California. http://www.energy.ca.gov/2009publications/CEC-500-2009-044/CEC-500-2009-044-F.PDF, accessed August 5, 2015.
    • (2009)
    • Jackson, L.E.1    Santos-Martin, F.2    Hollander, A.D.3    Horwath, W.R.4    Howitt, R.E.5    Kramer, J.B.6    O'Geen, A.T.7    Orlove, B.S.8    Six, J.W.9    Sokolow, S.K.10    Sumner, D.A.11    Tomich, T.P.12    Wheeler, S.M.13
  • 34
    • 72449164909 scopus 로고    scopus 로고
    • Analysis of Dynamic Thresholds for the Normalized Difference Water Index
    • Ji, L., L. Zhang, and B. Wylie, 2009. Analysis of Dynamic Thresholds for the Normalized Difference Water Index. Photogrammetric Engineering and Remote Sensing 75:1307-1317.
    • (2009) Photogrammetric Engineering and Remote Sensing , vol.75 , pp. 1307-1317
    • Ji, L.1    Zhang, L.2    Wylie, B.3
  • 35
    • 0004028305 scopus 로고
    • University of California Press, Berkeley, California.
    • Kelley, R., 1989. Battling the Inland Sea. University of California Press, Berkeley, California.
    • (1989) Battling the Inland Sea
    • Kelley, R.1
  • 38
    • 20444488428 scopus 로고    scopus 로고
    • Selecting Thresholds of Occurrence in the Prediction of Species Distributions
    • Liu, C., P.M. Berry, T.P. Dawson, and R.G. Pearson, 2005. Selecting Thresholds of Occurrence in the Prediction of Species Distributions. Ecography 28:385-393.
    • (2005) Ecography , vol.28 , pp. 385-393
    • Liu, C.1    Berry, P.M.2    Dawson, T.P.3    Pearson, R.G.4
  • 40
    • 0030136491 scopus 로고    scopus 로고
    • The Use of the Normalized Difference Water Index (NDWI) in the Delineation of Open Water Features
    • McFeeters, S.K., 1996. The Use of the Normalized Difference Water Index (NDWI) in the Delineation of Open Water Features. International Journal of Remote Sensing 17:1425-1432.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1425-1432
    • McFeeters, S.K.1
  • 43
    • 83155182000 scopus 로고    scopus 로고
    • Changes in the Status of Harvested Rice Fields in the Sacramento Valley, California: Implications for Wintering Waterfowl
    • Miller, M.R., J.D. Garr, and P.S. Coates, 2010. Changes in the Status of Harvested Rice Fields in the Sacramento Valley, California: Implications for Wintering Waterfowl. Wetlands 30:939-947.
    • (2010) Wetlands , vol.30 , pp. 939-947
    • Miller, M.R.1    Garr, J.D.2    Coates, P.S.3
  • 44
    • 33847751877 scopus 로고    scopus 로고
    • The Regularized Iteratively Reweighted MAD Method for Change Detection in Multi- and Hyperspectral Data
    • Nielsen, A.A., 2007. The Regularized Iteratively Reweighted MAD Method for Change Detection in Multi- and Hyperspectral Data. IEEE Transactions on Image Processing 16:463-478.
    • (2007) IEEE Transactions on Image Processing , vol.16 , pp. 463-478
    • Nielsen, A.A.1
  • 45
    • 28044435625 scopus 로고    scopus 로고
    • Modeling Floodplain Inundation on a Regulated River: Integrating GIS, Remote Sensing, and Hydrological Models
    • Overton, I.C., 2005. Modeling Floodplain Inundation on a Regulated River: Integrating GIS, Remote Sensing, and Hydrological Models. River Research and Applications 21:991-1001.
    • (2005) River Research and Applications , vol.21 , pp. 991-1001
    • Overton, I.C.1
  • 47
    • 56449109977 scopus 로고    scopus 로고
    • Robust Analysis of Future Climate Change Impacts on Water For Agriculture and Other Sectors: A Case Study in the Sacramento Valley
    • Purkey, D.R., B. Joyce, S. Vicuna, M.W. Hanemann, L.L. Dale, D. Yates, and J.A. Dracup, 2008. Robust Analysis of Future Climate Change Impacts on Water For Agriculture and Other Sectors: A Case Study in the Sacramento Valley. Climatic Change 87:109-122.
    • (2008) Climatic Change , vol.87 , pp. 109-122
    • Purkey, D.R.1    Joyce, B.2    Vicuna, S.3    Hanemann, M.W.4    Dale, L.L.5    Yates, D.6    Dracup, J.A.7
  • 48
    • 0344222216 scopus 로고    scopus 로고
    • Patterns and Dynamics of Shorebird Use of California's Central Valley
    • Shuford, W.D., G.W. Page, and K.E. Kjelmyr, 1998. Patterns and Dynamics of Shorebird Use of California's Central Valley. Condor 100:227-244.
    • (1998) Condor , vol.100 , pp. 227-244
    • Shuford, W.D.1    Page, G.W.2    Kjelmyr, K.E.3
  • 49
    • 84983151337 scopus 로고    scopus 로고
    • The Effects of Crop Treatments on Migrating and Wintering Waterbirds at Staten Island, 2010-2012. Final Report to The Nature Conservancy
    • Point Blue Conservation Science, Petaluma, California., accessed August 5, 2015.
    • Shuford, W.D., M.E. Reiter, K.M. Strum, C.J. Gregory, M.M. Gilbert, and C.M. Hickey, 2013. The Effects of Crop Treatments on Migrating and Wintering Waterbirds at Staten Island, 2010-2012. Final Report to The Nature Conservancy. Point Blue Conservation Science, Petaluma, California. www.prbo.org/refs/files/12251_Shuford2013.pdf, accessed August 5, 2015.
    • (2013)
    • Shuford, W.D.1    Reiter, M.E.2    Strum, K.M.3    Gregory, C.J.4    Gilbert, M.M.5    Hickey, C.M.6
  • 51
    • 0344747839 scopus 로고
    • Evaluation of Winter Flooding of Ricelands in the Central Valley of California Using Satellite Imagery
    • K.L. Campbell (Editor). American Society of Agricultural Engineers, St. Joseph, Michigan -
    • Spell, R., A. Lewis, R. Kempka, and F. Reid, 1995. Evaluation of Winter Flooding of Ricelands in the Central Valley of California Using Satellite Imagery. In: Versatility of Wetlands in the Agricultural Landscape., K.L. Campbell (Editor). American Society of Agricultural Engineers, St. Joseph, Michigan, pp. 357-366.
    • (1995) Versatility of Wetlands in the Agricultural Landscape , pp. 357-366
    • Spell, R.1    Lewis, A.2    Kempka, R.3    Reid, F.4
  • 53
    • 0023890867 scopus 로고
    • Measuring the Accuracy of Diagnostic Systems
    • Swets, J.A., 1988. Measuring the Accuracy of Diagnostic Systems. Science 240:1285-1293.
    • (1988) Science , vol.240 , pp. 1285-1293
    • Swets, J.A.1
  • 56
    • 84983116943 scopus 로고    scopus 로고
    • The U.S. Geological Survey Land Remote Sensing Program
    • Fact Sheet 2007-2021. U.S. Department of the Interior, U.S. Geological Survey, Reston, Virginia.
    • USGS, 2007. The U.S. Geological Survey Land Remote Sensing Program. Fact Sheet 2007-2021. U.S. Department of the Interior, U.S. Geological Survey, Reston, Virginia.
    • (2007)
  • 57
    • 2942528742 scopus 로고    scopus 로고
    • Using Imaging Spectroscopy to Study Ecosystem Processes and Properties
    • Ustin, S.L., D.A. Roberts, J.A. Gamon, G.P. Asner, and R.O. Green, 2004. Using Imaging Spectroscopy to Study Ecosystem Processes and Properties. BioScience 54:523-534.
    • (2004) BioScience , vol.54 , pp. 523-534
    • Ustin, S.L.1    Roberts, D.A.2    Gamon, J.A.3    Asner, G.P.4    Green, R.O.5
  • 59
    • 84872246315 scopus 로고    scopus 로고
    • Automated Mapping of Water Bodies Using Landsat Multispectral Data
    • Verpoorter, C., T. Kutser, and L. Tranvik, 2012. Automated Mapping of Water Bodies Using Landsat Multispectral Data. Limnology and Oceanography-Methods 10:1037-1050.
    • (2012) Limnology and Oceanography-Methods , vol.10 , pp. 1037-1050
    • Verpoorter, C.1    Kutser, T.2    Tranvik, L.3
  • 60
    • 33747136902 scopus 로고    scopus 로고
    • Modification of Normalized Difference Water Index (NDWI) to Enhance Open Water Features in Remotely Sensed Imagery
    • Xu, H., 2006. Modification of Normalized Difference Water Index (NDWI) to Enhance Open Water Features in Remotely Sensed Imagery. International Journal of Remote Sensing 27:3025-3033.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 3025-3033
    • Xu, H.1
  • 62
    • 31544479298 scopus 로고    scopus 로고
    • WEAP21: A Demand, Priority, and Preference Driven Water Planning Model: Part 1, Model Characteristics
    • Yates, D., J. Sieber, D. Purkey, and A. Huber-Lee, 2005a. WEAP21: A Demand, Priority, and Preference Driven Water Planning Model: Part 1, Model Characteristics. Water International 30:501-512.
    • (2005) Water International , vol.30 , pp. 501-512
    • Yates, D.1    Sieber, J.2    Purkey, D.3    Huber-Lee, A.4
  • 63
    • 31544464995 scopus 로고    scopus 로고
    • WEAP21: A Demand, Priority, and Preference Driven Water Planning Model: Part 2, Aiding Freshwater Ecosystem Service Evaluation
    • Yates, D., J. Sieber, D. Purkey, A. Huber-Lee, and H. Galbraith, 2005b. WEAP21: A Demand, Priority, and Preference Driven Water Planning Model: Part 2, Aiding Freshwater Ecosystem Service Evaluation. Water International 30:487-500.
    • (2005) Water International , vol.30 , pp. 487-500
    • Yates, D.1    Sieber, J.2    Purkey, D.3    Huber-Lee, A.4    Galbraith, H.5


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