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2016 | OriginalPaper | Buchkapitel

Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities

verfasst von : Anuj Karpatne, Ankush Khandelwal, Xi Chen, Varun Mithal, James Faghmous, Vipin Kumar

Erschienen in: Computational Sustainability

Verlag: Springer International Publishing

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Abstract

Inland water is an important natural resource that is critical for sustaining marine and terrestrial ecosystems as well as supporting a variety of human needs. Monitoring the dynamics of inland water bodies at a global scale is important for: (a) devising effective water management strategies, (b) assessing the impact of human actions on water security, (c) understanding the interplay between the spatio-temporal dynamics of surface water and climate change, and (d) near-real time mitigation and management of disaster events such as floods. Remote sensing datasets provide opportunities for global-scale monitoring of the extent or surface area of inland water bodies over time. We present a survey of existing remote sensing based approaches for monitoring the extent of inland water bodies and discuss their strengths and limitations. We further present an outline of the major challenges that need to be addressed for monitoring the extent and dynamics of water bodies at a global scale. Potential opportunities for overcoming some of these challenges are discussed using illustrative examples, laying the foundations for promising directions of future research in global monitoring of water dynamics.

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Literatur
1.
Zurück zum Zitat Adam, S.: Glacier snow line mapping using ERS-1 SAR imagery. Remote Sens. Environ. 61(1), 46–54 (1997)CrossRef Adam, S.: Glacier snow line mapping using ERS-1 SAR imagery. Remote Sens. Environ. 61(1), 46–54 (1997)CrossRef
2.
Zurück zum Zitat Alvarez-Guerra, M., González-Piñuela, C., Andrés, A., Galán, B., Viguri, J.R.: Assessment of Self-Organizing Map artificial neural networks for the classification of sediment quality. Environ. Int. 34(6), 782–90 (2008) Alvarez-Guerra, M., González-Piñuela, C., Andrés, A., Galán, B., Viguri, J.R.: Assessment of Self-Organizing Map artificial neural networks for the classification of sediment quality. Environ. Int. 34(6), 782–90 (2008)
3.
Zurück zum Zitat Astel, A., Tsakovski, S., Barbieri, P., Simeonov, V.: Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets. Water Res. 41(19), 78–4566 (2007)CrossRef Astel, A., Tsakovski, S., Barbieri, P., Simeonov, V.: Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets. Water Res. 41(19), 78–4566 (2007)CrossRef
4.
Zurück zum Zitat Balthrop, C., Hossain, F.: Short note: a review of state of the art on treaties in relation to management of transboundary flooding in international river basins and the global precipitation measurement mission. Water Policy 12(5), 635–640 (2010)CrossRef Balthrop, C., Hossain, F.: Short note: a review of state of the art on treaties in relation to management of transboundary flooding in international river basins and the global precipitation measurement mission. Water Policy 12(5), 635–640 (2010)CrossRef
5.
Zurück zum Zitat Barnett, P.T., Adam, J.C., Lettenmaier, D.P.: Potential impacts of a warming climate on water availability in snow-dominated regions. Nature 438(7066), 303–309 (2005)CrossRef Barnett, P.T., Adam, J.C., Lettenmaier, D.P.: Potential impacts of a warming climate on water availability in snow-dominated regions. Nature 438(7066), 303–309 (2005)CrossRef
6.
Zurück zum Zitat Bartsch, A., Wagner, W., Scipal, K., Pathe, C., Sabel, D., Wolski, P.: Global monitoring of wetlands-the value of ENVISAT ASAR Global mode. J. Environ. Manage. 90(7), 33–2226 (2009)CrossRef Bartsch, A., Wagner, W., Scipal, K., Pathe, C., Sabel, D., Wolski, P.: Global monitoring of wetlands-the value of ENVISAT ASAR Global mode. J. Environ. Manage. 90(7), 33–2226 (2009)CrossRef
7.
Zurück zum Zitat Battin, J.T., Luyssaert, S., Kaplan, L.A., Aufdenkampe, A.K., Richter, A., Tranvik, L.J.: The boundless carbon cycle. Nat. Geosci. 2(9), 598–600 (2009)CrossRef Battin, J.T., Luyssaert, S., Kaplan, L.A., Aufdenkampe, A.K., Richter, A., Tranvik, L.J.: The boundless carbon cycle. Nat. Geosci. 2(9), 598–600 (2009)CrossRef
8.
Zurück zum Zitat Birkett, C.M.: Radar altimetry: a new concept in monitoring lake level changes. Am. Geophys. Union Trans. 75(24), 273 (1994)CrossRef Birkett, C.M.: Radar altimetry: a new concept in monitoring lake level changes. Am. Geophys. Union Trans. 75(24), 273 (1994)CrossRef
9.
Zurück zum Zitat Birkett, C.M.: Surface water dynamics in the Amazon Basin: application of satellite radar altimetry. J. Geophys. Res. 107(D20), 8059 (2002)CrossRef Birkett, C.M.: Surface water dynamics in the Amazon Basin: application of satellite radar altimetry. J. Geophys. Res. 107(D20), 8059 (2002)CrossRef
10.
Zurück zum Zitat Birkett, C.M.: Contribution of the TOPEX NASA Radar Altimeter to the global monitoring of large rivers and wetlands. Water Resour. Res. 34(5), 1223–1239 (1998)CrossRef Birkett, C.M.: Contribution of the TOPEX NASA Radar Altimeter to the global monitoring of large rivers and wetlands. Water Resour. Res. 34(5), 1223–1239 (1998)CrossRef
11.
Zurück zum Zitat Birkett, C.M., Mason, I.M.: A new global lakes database for a remote sensing program studying climatically sensitive large lakes. J. Great Lakes Res. 21(3), 307–318 (1995)CrossRef Birkett, C.M., Mason, I.M.: A new global lakes database for a remote sensing program studying climatically sensitive large lakes. J. Great Lakes Res. 21(3), 307–318 (1995)CrossRef
12.
Zurück zum Zitat Bishop, M.P., Shroder, J.F., Jr, Hickman, B.L.: SPOT panchromatic imagery and neural networks for information extraction in a complex mountain environment. Geocarto Int. (1999) Bishop, M.P., Shroder, J.F., Jr, Hickman, B.L.: SPOT panchromatic imagery and neural networks for information extraction in a complex mountain environment. Geocarto Int. (1999)
13.
Zurück zum Zitat Burns, N.M., Rutherford, J.C., Clayton, J.S.: A monitoring and classification system for new Zealand Lakes and Reservoirs. Lake Reserv. Manag. 15(4), 255–271 (1999)CrossRef Burns, N.M., Rutherford, J.C., Clayton, J.S.: A monitoring and classification system for new Zealand Lakes and Reservoirs. Lake Reserv. Manag. 15(4), 255–271 (1999)CrossRef
14.
Zurück zum Zitat Cole, J.J., Prairie, Y.T., Caraco, N.F., McDowell, W.H., Tranvik, L.J., Striegl, R.G., Duarte, C.M., Kortelainen, P., Downing, J.A., Middelburg, J.J., et al.: Plumbing the global carbon cycle: integrating inland waters into the terrestrial carbon budget. Ecosystems 10(1), 172–185 (2007)CrossRef Cole, J.J., Prairie, Y.T., Caraco, N.F., McDowell, W.H., Tranvik, L.J., Striegl, R.G., Duarte, C.M., Kortelainen, P., Downing, J.A., Middelburg, J.J., et al.: Plumbing the global carbon cycle: integrating inland waters into the terrestrial carbon budget. Ecosystems 10(1), 172–185 (2007)CrossRef
15.
Zurück zum Zitat Crist, E.P., Cicone, R.C.: A physically-based transformation of thematic mapper data—the tm tasseled cap. IEEE Trans. Geosci. Remote Sens. GE-22(3), 256–263 (1984) Crist, E.P., Cicone, R.C.: A physically-based transformation of thematic mapper data—the tm tasseled cap. IEEE Trans. Geosci. Remote Sens. GE-22(3), 256–263 (1984)
16.
Zurück zum Zitat Daya Sagar, B.S., Gandhi, G., Prakasa Rag, B.S.: Applications of mathematical morphology in surface water body studies. Int. J. Remote Sens. 16(8), 1495–1502 (1995)CrossRef Daya Sagar, B.S., Gandhi, G., Prakasa Rag, B.S.: Applications of mathematical morphology in surface water body studies. Int. J. Remote Sens. 16(8), 1495–1502 (1995)CrossRef
17.
Zurück zum Zitat Dekker, A.G., Phinn, S.R., Anstee, J.: Intercomparison of shallow water bathymetry, hydro-optics, and benthos mapping techniques in Australian and Caribbean coastal environments. Limnol. and Oceanogr. Methods (2011) Dekker, A.G., Phinn, S.R., Anstee, J.: Intercomparison of shallow water bathymetry, hydro-optics, and benthos mapping techniques in Australian and Caribbean coastal environments. Limnol. and Oceanogr. Methods (2011)
18.
Zurück zum Zitat Di, K., Wang, J., Ma, R., Li, R.: Automatic shoreline extraction from high-resolution IKONOS satellite imagery. In: Proceeding of ASPRS 2003 Annual Conference (2003) Di, K., Wang, J., Ma, R., Li, R.: Automatic shoreline extraction from high-resolution IKONOS satellite imagery. In: Proceeding of ASPRS 2003 Annual Conference (2003)
19.
Zurück zum Zitat Doxaran, D., Froidefond, J.-M., Lavender, S., Castaing, P.: Spectral signature of highly turbid waters. Remote Sens. Environ. 81(1), 149–161 (2002)CrossRef Doxaran, D., Froidefond, J.-M., Lavender, S., Castaing, P.: Spectral signature of highly turbid waters. Remote Sens. Environ. 81(1), 149–161 (2002)CrossRef
20.
Zurück zum Zitat Duan, Z., Bastiaanssen, W.G.M.: Estimating water volume variations in lakes and reservoirs from four operational satellite altimetry databases and satellite imagery data. Remote Sens. Environ. 134, 403–416 (2013)CrossRef Duan, Z., Bastiaanssen, W.G.M.: Estimating water volume variations in lakes and reservoirs from four operational satellite altimetry databases and satellite imagery data. Remote Sens. Environ. 134, 403–416 (2013)CrossRef
21.
Zurück zum Zitat Feyisa, G.L., Meilby, H., Fensholt, R., Proud, S.R.: Automated Water Extraction Index: a new technique for surface water mapping using Landsat imagery. Remote Sens. Environ. 140, 23–35 (2014)CrossRef Feyisa, G.L., Meilby, H., Fensholt, R., Proud, S.R.: Automated Water Extraction Index: a new technique for surface water mapping using Landsat imagery. Remote Sens. Environ. 140, 23–35 (2014)CrossRef
22.
Zurück zum Zitat Foody, G.M., Muslim, A.M., Atkinson, P.M.: Super-resolution mapping of the waterline from remotely sensed data. Int. J. Remote Sens. 26(24), 5381–5392 (2005)CrossRef Foody, G.M., Muslim, A.M., Atkinson, P.M.: Super-resolution mapping of the waterline from remotely sensed data. Int. J. Remote Sens. 26(24), 5381–5392 (2005)CrossRef
23.
Zurück zum Zitat Frappart, F., Minh, K.D., L’Hermitte, J., Cazenave, A., Ramillien, G., Toan, T.L., Mognard-Campbell, N.: Water volume change in the lower Mekong from satellite altimetry and imagery data. Geophys. J. Int. 167(2), 570–584 (2006)CrossRef Frappart, F., Minh, K.D., L’Hermitte, J., Cazenave, A., Ramillien, G., Toan, T.L., Mognard-Campbell, N.: Water volume change in the lower Mekong from satellite altimetry and imagery data. Geophys. J. Int. 167(2), 570–584 (2006)CrossRef
24.
Zurück zum Zitat Frappart, F., Papa, F., Famiglietti, J.S., Prigent, C., Rossow, W.B., Seyler, F.: Interannual variations of river water storage from a multiple satellite approach: a case study for the Rio Negro River basin. J. Geophys. Res. 113(D21), D21104 (2008)CrossRef Frappart, F., Papa, F., Famiglietti, J.S., Prigent, C., Rossow, W.B., Seyler, F.: Interannual variations of river water storage from a multiple satellite approach: a case study for the Rio Negro River basin. J. Geophys. Res. 113(D21), D21104 (2008)CrossRef
25.
Zurück zum Zitat Frazier, P.S., Page, K.J., et al.: Water body detection and delineation with landsat tm data. Photogram. Eng. Remote Sens. 66(12), 1461–1468 (2000) Frazier, P.S., Page, K.J., et al.: Water body detection and delineation with landsat tm data. Photogram. Eng. Remote Sens. 66(12), 1461–1468 (2000)
26.
Zurück zum Zitat Frohn, R.C., Hinkel, K.M., Eisner, W.R.: Satellite remote sensing classification of thaw lakes and drained thaw lake basins on the North Slope of Alaska. Remote Sens. Environ. 97(1), 116–126 (2005)CrossRef Frohn, R.C., Hinkel, K.M., Eisner, W.R.: Satellite remote sensing classification of thaw lakes and drained thaw lake basins on the North Slope of Alaska. Remote Sens. Environ. 97(1), 116–126 (2005)CrossRef
27.
Zurück zum Zitat Gao, Bo-cai: NDWIA normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens. Environ. 58(3), 257–266 (1996) Gao, Bo-cai: NDWIA normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens. Environ. 58(3), 257–266 (1996)
28.
Zurück zum Zitat Gao, H., Birkett, C., Lettenmaier, D.P.: Global monitoring of large reservoir storage from satellite remote sensing. Water Resour. Res. 48(9), n/a–n/a (2012) Gao, H., Birkett, C., Lettenmaier, D.P.: Global monitoring of large reservoir storage from satellite remote sensing. Water Resour. Res. 48(9), n/a–n/a (2012)
29.
Zurück zum Zitat Giordano, M.A., Wolf, A.T.: Sharing waters: post-rio international water management. In: Natural Resources Forum, vol. 27, pp. 163–171. Wiley Online Library (2003) Giordano, M.A., Wolf, A.T.: Sharing waters: post-rio international water management. In: Natural Resources Forum, vol. 27, pp. 163–171. Wiley Online Library (2003)
30.
Zurück zum Zitat Gleason, C.J., Smith, L.C.: Toward global mapping of river discharge using satellite images and at-many-stations hydraulic geometry. Proc. Natl. Acad. Sci. 111(13), 91–4788 (2014)CrossRef Gleason, C.J., Smith, L.C.: Toward global mapping of river discharge using satellite images and at-many-stations hydraulic geometry. Proc. Natl. Acad. Sci. 111(13), 91–4788 (2014)CrossRef
31.
Zurück zum Zitat Gleick, H.P.: Global freshwater resources: soft-path solutions for the 21st century. Science 302(5650), 8–1524 (2003)CrossRef Gleick, H.P.: Global freshwater resources: soft-path solutions for the 21st century. Science 302(5650), 8–1524 (2003)CrossRef
32.
Zurück zum Zitat Grabs, T., Seibert, J., Bishop, K., Laudon, H.: Modeling spatial patterns of saturated areas: a comparison of the topographic wetness index and a dynamic distributed model. J. Hydrol. 373(1–2), 15–23 (2009)CrossRef Grabs, T., Seibert, J., Bishop, K., Laudon, H.: Modeling spatial patterns of saturated areas: a comparison of the topographic wetness index and a dynamic distributed model. J. Hydrol. 373(1–2), 15–23 (2009)CrossRef
33.
Zurück zum Zitat Grossmann, M.: Cooperation on africa’s international waterbodies: information needs and the role of information-sharing. Editors 173 (2006) Grossmann, M.: Cooperation on africa’s international waterbodies: information needs and the role of information-sharing. Editors 173 (2006)
34.
Zurück zum Zitat Harrison, J.A., Maranger, R.J., Alexander, R.B., Giblin, A.E., Jacinthe, P.-A., Mayorga, E., Seitzinger, S.P., Sobota, D.J., Wollheim, W.M.: The regional and global significance of nitrogen removal in lakes and reservoirs. Biogeochemistry 93(1–2), 143–157 (2009)CrossRef Harrison, J.A., Maranger, R.J., Alexander, R.B., Giblin, A.E., Jacinthe, P.-A., Mayorga, E., Seitzinger, S.P., Sobota, D.J., Wollheim, W.M.: The regional and global significance of nitrogen removal in lakes and reservoirs. Biogeochemistry 93(1–2), 143–157 (2009)CrossRef
35.
Zurück zum Zitat Hess, L.: Dual-season mapping of wetland inundation and vegetation for the central Amazon basin. Remote Sens. Environ. 87(4), 404–428 (2003)MathSciNetCrossRef Hess, L.: Dual-season mapping of wetland inundation and vegetation for the central Amazon basin. Remote Sens. Environ. 87(4), 404–428 (2003)MathSciNetCrossRef
36.
Zurück zum Zitat Hinkel, K.M., Eisner, W.R., Bockheim, J.G., Nelson, F.E., Peterson, K.M.: Spatial extent, age, and carbon stocks in drained thaw lake basins on the barrow peninsula, alaska. Arct. Antarct. Alp. Res. 35(3), 291–300 (2003)CrossRef Hinkel, K.M., Eisner, W.R., Bockheim, J.G., Nelson, F.E., Peterson, K.M.: Spatial extent, age, and carbon stocks in drained thaw lake basins on the barrow peninsula, alaska. Arct. Antarct. Alp. Res. 35(3), 291–300 (2003)CrossRef
37.
Zurück zum Zitat Huang, L., Li, Z., Tian, B.-S., Chen, Q., Liu, J.-L., Zhang, R.: Classification and snow line detection for glacial areas using the polarimetric SAR image. Remote Sens. Environ. 115(7), 1721–1732 (2011)CrossRef Huang, L., Li, Z., Tian, B.-S., Chen, Q., Liu, J.-L., Zhang, R.: Classification and snow line detection for glacial areas using the polarimetric SAR image. Remote Sens. Environ. 115(7), 1721–1732 (2011)CrossRef
38.
Zurück zum Zitat Hui, F., Bing, X., Huang, H., Qian, Y., Gong, P.: Modelling spatial-temporal change of poyang lake using multitemporal landsat imagery. Int. J. Remote Sens. 29(20), 5767–5784 (2008)CrossRef Hui, F., Bing, X., Huang, H., Qian, Y., Gong, P.: Modelling spatial-temporal change of poyang lake using multitemporal landsat imagery. Int. J. Remote Sens. 29(20), 5767–5784 (2008)CrossRef
39.
Zurück zum Zitat Immerzeel, W.W., Droogers, P., De Jong, S.M., Bierkens, M.F.P.: Large-scale monitoring of snow cover and runoff simulation in himalayan river basins using remote sensing. Remote Sens. Environ. 113(1), 40–49 (2009)CrossRef Immerzeel, W.W., Droogers, P., De Jong, S.M., Bierkens, M.F.P.: Large-scale monitoring of snow cover and runoff simulation in himalayan river basins using remote sensing. Remote Sens. Environ. 113(1), 40–49 (2009)CrossRef
40.
Zurück zum Zitat Islam, A.S., Bala, S.K., Haque, M.A.: Flood inundation map of Bangladesh using MODIS time-series images. J. Flood Risk Manag. 3(3), 210–222 (2010)CrossRef Islam, A.S., Bala, S.K., Haque, M.A.: Flood inundation map of Bangladesh using MODIS time-series images. J. Flood Risk Manag. 3(3), 210–222 (2010)CrossRef
41.
Zurück zum Zitat Jain, S.K., Lohani, A.K., Singh, R.D., Chaudhary, A., Thakural, L.N.: Glacial lakes and glacial lake outburst flood in a Himalayan basin using remote sensing and GIS. Nat. Hazards 62(3), 887–899 (2012)CrossRef Jain, S.K., Lohani, A.K., Singh, R.D., Chaudhary, A., Thakural, L.N.: Glacial lakes and glacial lake outburst flood in a Himalayan basin using remote sensing and GIS. Nat. Hazards 62(3), 887–899 (2012)CrossRef
42.
Zurück zum Zitat Jain, S.K., Lohani, A.K., Singh, R.D., Chaudhary, A., Thakural, L.N.: Delineation of flood-prone areas using remote sensing techniques. Water Resour. Manage. 19(4), 333–347 (2005)CrossRef Jain, S.K., Lohani, A.K., Singh, R.D., Chaudhary, A., Thakural, L.N.: Delineation of flood-prone areas using remote sensing techniques. Water Resour. Manage. 19(4), 333–347 (2005)CrossRef
43.
Zurück zum Zitat Jiang, Z., Qi, J., Shiliang, S., Zhang, Z., Jiaping, W.: Water body delineation using index composition and HIS transformation. Int. J. Remote Sens. 33(11), 3402–3421 (2012)CrossRef Jiang, Z., Qi, J., Shiliang, S., Zhang, Z., Jiaping, W.: Water body delineation using index composition and HIS transformation. Int. J. Remote Sens. 33(11), 3402–3421 (2012)CrossRef
44.
Zurück zum Zitat Kloiber, S.M., Brezonik, P.L., Bauer, M.E.: Application of Landsat imagery to regional-scale assessments of lake clarity. Water Res. 36(17), 4330–4340 (2002)CrossRef Kloiber, S.M., Brezonik, P.L., Bauer, M.E.: Application of Landsat imagery to regional-scale assessments of lake clarity. Water Res. 36(17), 4330–4340 (2002)CrossRef
45.
Zurück zum Zitat Kloiber, S.M., Brezonik, P.L., Olmanson, L.G., Bauer, M.E.: A procedure for regional lake water clarity assessment using Landsat multispectral data. Remote Sens. Environ. 82(1), 38–47 (2002)CrossRef Kloiber, S.M., Brezonik, P.L., Olmanson, L.G., Bauer, M.E.: A procedure for regional lake water clarity assessment using Landsat multispectral data. Remote Sens. Environ. 82(1), 38–47 (2002)CrossRef
46.
Zurück zum Zitat Knight, A.W., Tindall, D.R., Wilson, B.A.: A multitemporal multiple density slice method for wetland mapping across the state of queensland, australia. Int. J. Remote Sens. 30(13), 3365–3392 (2009)CrossRef Knight, A.W., Tindall, D.R., Wilson, B.A.: A multitemporal multiple density slice method for wetland mapping across the state of queensland, australia. Int. J. Remote Sens. 30(13), 3365–3392 (2009)CrossRef
47.
Zurück zum Zitat Lacava, T., Cuomo, V., Di Leo, E.V., Pergola, N., Romano, F., Tramutoli, V.: Improving soil wetness variations monitoring from passive microwave satellite data: the case of April 2000 Hungary flood. Remote Sens. Environ. 96(2), 135–148 (2005)CrossRef Lacava, T., Cuomo, V., Di Leo, E.V., Pergola, N., Romano, F., Tramutoli, V.: Improving soil wetness variations monitoring from passive microwave satellite data: the case of April 2000 Hungary flood. Remote Sens. Environ. 96(2), 135–148 (2005)CrossRef
48.
Zurück zum Zitat Larsen, S., Andersen, T., Hessen, D.: Climate change predicted to cause severe increase of organic carbon in lakes. Glob. Change Biol. 17(2), 1186–1192 (2011)CrossRef Larsen, S., Andersen, T., Hessen, D.: Climate change predicted to cause severe increase of organic carbon in lakes. Glob. Change Biol. 17(2), 1186–1192 (2011)CrossRef
49.
Zurück zum Zitat Li, J., Sheng, Y.: An automated scheme for glacial lake dynamics mapping using Landsat imagery and digital elevation models: a case study in the Himalayas. Int. J. Remote Sens. 33(16), 5194–5213 (2012)CrossRef Li, J., Sheng, Y.: An automated scheme for glacial lake dynamics mapping using Landsat imagery and digital elevation models: a case study in the Himalayas. Int. J. Remote Sens. 33(16), 5194–5213 (2012)CrossRef
50.
Zurück zum Zitat Li, S., Sun, D., Goldberg, M., Stefanidis, A.: Derivation of 30-m-resolution water maps from TERRA/MODIS and SRTM. Remote Sens. Environ. 134, 417–430 (2013)CrossRef Li, S., Sun, D., Goldberg, M., Stefanidis, A.: Derivation of 30-m-resolution water maps from TERRA/MODIS and SRTM. Remote Sens. Environ. 134, 417–430 (2013)CrossRef
51.
Zurück zum Zitat Li, S., Sun, D., Yunyue, Y., Csiszar, I., Stefanidis, A., Goldberg, M.D.: A new Short-Wave infrared (SWIR) method for quantitative water fraction derivation and evaluation with EOS/MODIS and Landsat/TM data. IEEE Trans. Geosci. Remote Sens. 51(3), 1852–1862 (2013)CrossRef Li, S., Sun, D., Yunyue, Y., Csiszar, I., Stefanidis, A., Goldberg, M.D.: A new Short-Wave infrared (SWIR) method for quantitative water fraction derivation and evaluation with EOS/MODIS and Landsat/TM data. IEEE Trans. Geosci. Remote Sens. 51(3), 1852–1862 (2013)CrossRef
52.
Zurück zum Zitat Lira, J.: Segmentation and morphology of open water bodies from multispectral images. Int. J. Remote Sens. 27(18), 4015–4038 (2006)CrossRef Lira, J.: Segmentation and morphology of open water bodies from multispectral images. Int. J. Remote Sens. 27(18), 4015–4038 (2006)CrossRef
53.
Zurück zum Zitat Loriaux, T., Casassa, G.: Evolution of glacial lakes from the Northern Patagonia Icefield and terrestrial water storage in a sea-level rise context. Glob. Planet. Change 102, 33–40 (2013)CrossRef Loriaux, T., Casassa, G.: Evolution of glacial lakes from the Northern Patagonia Icefield and terrestrial water storage in a sea-level rise context. Glob. Planet. Change 102, 33–40 (2013)CrossRef
54.
Zurück zum Zitat Martinez, J., Letoan, T.: Mapping of flood dynamics and spatial distribution of vegetation in the Amazon floodplain using multitemporal SAR data. Remote Sens. Environ. 108(3), 209–223 (2007)CrossRef Martinez, J., Letoan, T.: Mapping of flood dynamics and spatial distribution of vegetation in the Amazon floodplain using multitemporal SAR data. Remote Sens. Environ. 108(3), 209–223 (2007)CrossRef
55.
Zurück zum Zitat McFeeters, S.K.: The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. Int. J. Remote Sens. 17(7), 1425–1432 (1996)CrossRef McFeeters, S.K.: The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. Int. J. Remote Sens. 17(7), 1425–1432 (1996)CrossRef
56.
Zurück zum Zitat Micklin, P.P.: Desiccation of the aral sea: a water management disaster in the soviet union. Science 241(4870), 1170–1176 (1988)CrossRef Micklin, P.P.: Desiccation of the aral sea: a water management disaster in the soviet union. Science 241(4870), 1170–1176 (1988)CrossRef
57.
Zurück zum Zitat Niu, Z.G., Gong, P., Cheng, X., Guo, J.H., Wang, L., Huang, H.B., Shen, S.Q., Wu, Y.Z., Wang, X.F., Wang, X.W., Ying, Q., Liang, L., Zhang, L.N., Wang, L., Yao, Q., Yang, Z.Z., Guo, Z.Q.,Dai, Y.J.: Geographical characteristics China’s of wetlands derived from remotely sensed data. Sci. China Ser. D: Earth Sci. 52(6), 723–738 (2009) Niu, Z.G., Gong, P., Cheng, X., Guo, J.H., Wang, L., Huang, H.B., Shen, S.Q., Wu, Y.Z., Wang, X.F., Wang, X.W., Ying, Q., Liang, L., Zhang, L.N., Wang, L., Yao, Q., Yang, Z.Z., Guo, Z.Q.,Dai, Y.J.: Geographical characteristics China’s of wetlands derived from remotely sensed data. Sci. China Ser. D: Earth Sci. 52(6), 723–738 (2009)
58.
Zurück zum Zitat Ouma, Y.O., Tateishi, R.: A water index for rapid mapping of shoreline changes of five East African Rift Valley lakes: an empirical analysis using Landsat TM and ETM\(+\) data. Int. J. Remote Sens. 27(15), 3153–3181 (2006)CrossRef Ouma, Y.O., Tateishi, R.: A water index for rapid mapping of shoreline changes of five East African Rift Valley lakes: an empirical analysis using Landsat TM and ETM\(+\) data. Int. J. Remote Sens. 27(15), 3153–3181 (2006)CrossRef
59.
Zurück zum Zitat Overton, I.C.: Modelling floodplain inundation on a regulated river: integrating GIS, remote sensing and hydrological models. River Res. Appl. 21(9), 991–1001 (2005)CrossRef Overton, I.C.: Modelling floodplain inundation on a regulated river: integrating GIS, remote sensing and hydrological models. River Res. Appl. 21(9), 991–1001 (2005)CrossRef
60.
Zurück zum Zitat Palmer, M.A., Reidy Liermann, C.A., Nilsson, C., Flörke, M., Alcamo, J., Lake, P.S., Bond, N.: Climate change and the world’s river basins: anticipating management options. Front. Ecol. Environ. 6(2), 81–89 (2008) Palmer, M.A., Reidy Liermann, C.A., Nilsson, C., Flörke, M., Alcamo, J., Lake, P.S., Bond, N.: Climate change and the world’s river basins: anticipating management options. Front. Ecol. Environ. 6(2), 81–89 (2008)
61.
Zurück zum Zitat Paul, F., Huggel, C., Kääb, A.: Combining satellite multispectral image data and a digital elevation model for mapping debris-covered glaciers. Remote Sens. Environ. 89(4), 510–518 (2004)CrossRef Paul, F., Huggel, C., Kääb, A.: Combining satellite multispectral image data and a digital elevation model for mapping debris-covered glaciers. Remote Sens. Environ. 89(4), 510–518 (2004)CrossRef
62.
Zurück zum Zitat Phan, V.H., Lindenbergh, R., Menenti, M.: ICESat derived elevation changes of Tibetan lakes between 2003 and 2009. Int. J. Appl. Earth Obs. Geoinformation 17, 12–22 (2012)CrossRef Phan, V.H., Lindenbergh, R., Menenti, M.: ICESat derived elevation changes of Tibetan lakes between 2003 and 2009. Int. J. Appl. Earth Obs. Geoinformation 17, 12–22 (2012)CrossRef
63.
Zurück zum Zitat Prost, G.L.: Remote Sensing for Geologists: A Guide to Image Interpretation. CRC Press (2002) Prost, G.L.: Remote Sensing for Geologists: A Guide to Image Interpretation. CRC Press (2002)
64.
Zurück zum Zitat Pulvirenti, L., Chini, M., Pierdicca, N., Guerriero, L., Ferrazzoli, P.: Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation. Remote Sens. Environ. 115(4), 990–1002 (2011)CrossRef Pulvirenti, L., Chini, M., Pierdicca, N., Guerriero, L., Ferrazzoli, P.: Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation. Remote Sens. Environ. 115(4), 990–1002 (2011)CrossRef
65.
Zurück zum Zitat Quincey, D.J., Richardson, S.D., Luckman, A., Lucas, R.M., Reynolds, J.M., Hambrey, M.J., Glasser, N.F.: Early recognition of glacial lake hazards in the Himalaya using remote sensing datasets. Global and Planet. Change 56(1–2), 137–152 (2007)CrossRef Quincey, D.J., Richardson, S.D., Luckman, A., Lucas, R.M., Reynolds, J.M., Hambrey, M.J., Glasser, N.F.: Early recognition of glacial lake hazards in the Himalaya using remote sensing datasets. Global and Planet. Change 56(1–2), 137–152 (2007)CrossRef
66.
Zurück zum Zitat Reis, S.: Temporal monitoring of water level changes in Seyfe Lake using remote sensing. Hydrol. Process. 22(22), 4448–4454 (2008)CrossRef Reis, S.: Temporal monitoring of water level changes in Seyfe Lake using remote sensing. Hydrol. Process. 22(22), 4448–4454 (2008)CrossRef
67.
Zurück zum Zitat Ryu, J., Won, J., Min, K.: Waterline extraction from Landsat TM data in a tidal flat: A case study in Gomso Bay, Korea. Remote Sens. Environ. 83(3), 442–456 (2002)CrossRef Ryu, J., Won, J., Min, K.: Waterline extraction from Landsat TM data in a tidal flat: A case study in Gomso Bay, Korea. Remote Sens. Environ. 83(3), 442–456 (2002)CrossRef
68.
Zurück zum Zitat Sakamoto, T., Van Nguyen, N., Kotera, A., Ohno, H., Ishitsuka, N., Yokozawa, M.: Detecting temporal changes in the extent of annual flooding within the Cambodia and the Vietnamese Mekong Delta from MODIS time-series imagery. Remote Sens. Environ. 109(3), 295–313 (2007)CrossRef Sakamoto, T., Van Nguyen, N., Kotera, A., Ohno, H., Ishitsuka, N., Yokozawa, M.: Detecting temporal changes in the extent of annual flooding within the Cambodia and the Vietnamese Mekong Delta from MODIS time-series imagery. Remote Sens. Environ. 109(3), 295–313 (2007)CrossRef
69.
Zurück zum Zitat Sass, G.Z., Creed, I.F., Bayley, S.E., Devito, K.J.: Understanding variation in trophic status of lakes on the Boreal Plain: a 20 year retrospective using Landsat TM imagery. Remote Sens. Environ. 109(2), 127–141 (2007)CrossRef Sass, G.Z., Creed, I.F., Bayley, S.E., Devito, K.J.: Understanding variation in trophic status of lakes on the Boreal Plain: a 20 year retrospective using Landsat TM imagery. Remote Sens. Environ. 109(2), 127–141 (2007)CrossRef
70.
Zurück zum Zitat Schumann, G.J.-P., Neal, J.C., Mason, D.C., Bates, P.D.: The accuracy of sequential aerial photography and SAR data for observing urban flood dynamics, a case study of the UK summer 2007 floods. Remote Sens. Environ. 115(10), 2536–2546 (2011)CrossRef Schumann, G.J.-P., Neal, J.C., Mason, D.C., Bates, P.D.: The accuracy of sequential aerial photography and SAR data for observing urban flood dynamics, a case study of the UK summer 2007 floods. Remote Sens. Environ. 115(10), 2536–2546 (2011)CrossRef
71.
Zurück zum Zitat Shibuo, Y., Jarsjö, J., Destouni, G.: Hydrological responses to climate change and irrigation in the aral sea drainage basin. Geophys. Res. Lett. 34(21) (2007) Shibuo, Y., Jarsjö, J., Destouni, G.: Hydrological responses to climate change and irrigation in the aral sea drainage basin. Geophys. Res. Lett. 34(21) (2007)
72.
Zurück zum Zitat Simpson, J.J., Keller, R.H.: An improved fuzzy logic segmentation of sea ice, clouds, and ocean in remotely sensed arctic imagery. Remote Sens. Environ. 54(3), 290–312 (1995)CrossRef Simpson, J.J., Keller, R.H.: An improved fuzzy logic segmentation of sea ice, clouds, and ocean in remotely sensed arctic imagery. Remote Sens. Environ. 54(3), 290–312 (1995)CrossRef
73.
Zurück zum Zitat Sivanpillai, R., Miller, S.N.: Improvements in mapping water bodies using ASTER data. Ecol. Inf. 5(1), 73–78 (2010)CrossRef Sivanpillai, R., Miller, S.N.: Improvements in mapping water bodies using ASTER data. Ecol. Inf. 5(1), 73–78 (2010)CrossRef
74.
Zurück zum Zitat Song, C., Huang, B., Ke, L.: Modeling and analysis of lake water storage changes on the Tibetan Plateau using multi-mission satellite data. Remote Sens. Environ. 135, 25–35 (2013)CrossRef Song, C., Huang, B., Ke, L.: Modeling and analysis of lake water storage changes on the Tibetan Plateau using multi-mission satellite data. Remote Sens. Environ. 135, 25–35 (2013)CrossRef
75.
Zurück zum Zitat Stave, K.A.: A system dynamics model to facilitate public understanding of water management options in Las Vegas, Nevada. J. Environ. Manage. 67(4), 13–303 (2003)CrossRef Stave, K.A.: A system dynamics model to facilitate public understanding of water management options in Las Vegas, Nevada. J. Environ. Manage. 67(4), 13–303 (2003)CrossRef
76.
Zurück zum Zitat Steinbacher, F., Pfennigbauer, M., Aufleger, M., Ullrich, A.: High resolution airborne shallow water mapping. ISPRS-Int. Arch. Photogrammetry Remote Sens. Spat. Inf. Sci. 1, 55–60 (2012)CrossRef Steinbacher, F., Pfennigbauer, M., Aufleger, M., Ullrich, A.: High resolution airborne shallow water mapping. ISPRS-Int. Arch. Photogrammetry Remote Sens. Spat. Inf. Sci. 1, 55–60 (2012)CrossRef
77.
Zurück zum Zitat Subramaniam, S., Babu, A.V.S., Roy, P.S.: Automated water spread mapping using resourcesat-1 awifs data for water bodies information system. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 4(1):205–215, 2011 Subramaniam, S., Babu, A.V.S., Roy, P.S.: Automated water spread mapping using resourcesat-1 awifs data for water bodies information system. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 4(1):205–215, 2011
78.
Zurück zum Zitat Sun, D., Yunyue, Y., Goldberg, M.D.: Deriving water fraction and flood maps from MODIS images using a decision tree approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 4(4), 814–825 (2011)CrossRef Sun, D., Yunyue, Y., Goldberg, M.D.: Deriving water fraction and flood maps from MODIS images using a decision tree approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 4(4), 814–825 (2011)CrossRef
79.
Zurück zum Zitat Sun, D., Yunyue, Y., Zhang, R., Li, S., Goldberg, M.D.: Towards operational automatic flood detection using EOS/MODIS data. Photogram. Eng. Remote Sens. 78(6), 637–646 (2012)CrossRef Sun, D., Yunyue, Y., Zhang, R., Li, S., Goldberg, M.D.: Towards operational automatic flood detection using EOS/MODIS data. Photogram. Eng. Remote Sens. 78(6), 637–646 (2012)CrossRef
80.
Zurück zum Zitat Sun, F., Sun, W., Chen, J., Gong, P.: Comparison and improvement of methods for identifying waterbodies in remotely sensed imagery. Int. J. Remote Sens. 33(21), 6854–6875 (2012)CrossRef Sun, F., Sun, W., Chen, J., Gong, P.: Comparison and improvement of methods for identifying waterbodies in remotely sensed imagery. Int. J. Remote Sens. 33(21), 6854–6875 (2012)CrossRef
81.
Zurück zum Zitat Temimi, M., Leconte, R., Chaouch, N., Sukumal, P., Khanbilvardi, R., Brissette, F.: A combination of remote sensing data and topographic attributes for the spatial and temporal monitoring of soil wetness. J. Hydrol. 388(1–2), 28–40 (2010)CrossRef Temimi, M., Leconte, R., Chaouch, N., Sukumal, P., Khanbilvardi, R., Brissette, F.: A combination of remote sensing data and topographic attributes for the spatial and temporal monitoring of soil wetness. J. Hydrol. 388(1–2), 28–40 (2010)CrossRef
82.
Zurück zum Zitat Temimi, M., Leconte, R., Brissette, F., Chaouch, N.: Flood monitoring over the Mackenzie River Basin using passive microwave data. Remote Sens. Environ. 98(2–3), 344–355 (2005)CrossRef Temimi, M., Leconte, R., Brissette, F., Chaouch, N.: Flood monitoring over the Mackenzie River Basin using passive microwave data. Remote Sens. Environ. 98(2–3), 344–355 (2005)CrossRef
83.
Zurück zum Zitat Tidwell, V.C., Moreland, B.D., Zemlick, K.M., Roberts, B.L., Passell, H.D., Jensen, D., Forsgren, C., Sehlke, G., Cook, M.A., King, C.W., Larsen, S.: Mapping water availability, projected use and cost in the western United States. Environ. Res. Lett. 9(6), 064009 (2014) Tidwell, V.C., Moreland, B.D., Zemlick, K.M., Roberts, B.L., Passell, H.D., Jensen, D., Forsgren, C., Sehlke, G., Cook, M.A., King, C.W., Larsen, S.: Mapping water availability, projected use and cost in the western United States. Environ. Res. Lett. 9(6), 064009 (2014)
84.
Zurück zum Zitat Töyrä, J., Pietroniro, A.: Towards operational monitoring of a northern wetland using geomatics-based techniques. Remote Sens. Environ. (2005) Töyrä, J., Pietroniro, A.: Towards operational monitoring of a northern wetland using geomatics-based techniques. Remote Sens. Environ. (2005)
85.
Zurück zum Zitat Töyrä, J., Pietroniro, A., Martz, L.W.: Multisensor hydrologic assessment of a freshwater wetland. Remote Sens. Environ. 75(2), 162–173 (2001)CrossRef Töyrä, J., Pietroniro, A., Martz, L.W.: Multisensor hydrologic assessment of a freshwater wetland. Remote Sens. Environ. 75(2), 162–173 (2001)CrossRef
86.
Zurück zum Zitat Töyrä, J., Pietroniro, A., Martz, L.W., Prowse, T.D.: A multi-sensor approach to wetland flood monitoring. Hydrol. Process. 16(8), 1569–1581 (2002)CrossRef Töyrä, J., Pietroniro, A., Martz, L.W., Prowse, T.D.: A multi-sensor approach to wetland flood monitoring. Hydrol. Process. 16(8), 1569–1581 (2002)CrossRef
87.
Zurück zum Zitat Tranvik, L.J., Downing, J.A., Cotner, J.B., Loiselle, S.A., Striegl, R.G., Ballatore, T.J., Dillon, P., Finlay, K., Fortino, K., Knoll, L.B., et al.: Lakes and reservoirs as regulators of carbon cycling and climate. Limnol. Oceanogr. 54(6), 2298–2314 (2009)CrossRef Tranvik, L.J., Downing, J.A., Cotner, J.B., Loiselle, S.A., Striegl, R.G., Ballatore, T.J., Dillon, P., Finlay, K., Fortino, K., Knoll, L.B., et al.: Lakes and reservoirs as regulators of carbon cycling and climate. Limnol. Oceanogr. 54(6), 2298–2314 (2009)CrossRef
88.
Zurück zum Zitat Tucker, C.J.: Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens. Environ. 8(2), 127–150 (1979)CrossRef Tucker, C.J.: Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens. Environ. 8(2), 127–150 (1979)CrossRef
89.
Zurück zum Zitat Verpoorter, C., Kutser, T., Seekell, D.A., Tranvik, L.J.: A global inventory of lakes based on high-resolution satellite imagery. Geophys. Res. Lett. 41(18), 6396–6402 (2014)CrossRef Verpoorter, C., Kutser, T., Seekell, D.A., Tranvik, L.J.: A global inventory of lakes based on high-resolution satellite imagery. Geophys. Res. Lett. 41(18), 6396–6402 (2014)CrossRef
90.
Zurück zum Zitat Verpoorter, C., Kutser, T., Tranvik, L.: Automated mapping of water bodies using Landsat multispectral data. Limnol. Oceanogr.: Methods 10, 1037–1050 (2012)CrossRef Verpoorter, C., Kutser, T., Tranvik, L.: Automated mapping of water bodies using Landsat multispectral data. Limnol. Oceanogr.: Methods 10, 1037–1050 (2012)CrossRef
91.
Zurück zum Zitat Vörösmarty, C.J., Green, P., Salisbury, J., Lammers, R.B.: Global water resources: vulnerability from climate change and population growth. Science 289(5477), 284–288 (2000)CrossRef Vörösmarty, C.J., Green, P., Salisbury, J., Lammers, R.B.: Global water resources: vulnerability from climate change and population growth. Science 289(5477), 284–288 (2000)CrossRef
92.
Zurück zum Zitat Vörösmarty, C.J., McIntyre, P.B., Gessner, M.O., Dudgeon, D., Prusevich, A., Green, P., Glidden, S., Bunn, S.E., Sullivan, C.A., Liermann, C.R., et al.: Global threats to human water security and river biodiversity. Nature 467(7315), 555–561 (2010) Vörösmarty, C.J., McIntyre, P.B., Gessner, M.O., Dudgeon, D., Prusevich, A., Green, P., Glidden, S., Bunn, S.E., Sullivan, C.A., Liermann, C.R., et al.: Global threats to human water security and river biodiversity. Nature 467(7315), 555–561 (2010)
93.
Zurück zum Zitat Wang, L., Sousa, W.P., Gong, P.: Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery. Int. J. Remote Sens. 25(24), 5655–5668 (2004)CrossRef Wang, L., Sousa, W.P., Gong, P.: Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery. Int. J. Remote Sens. 25(24), 5655–5668 (2004)CrossRef
94.
Zurück zum Zitat Wang, X., Gong, P., Zhao, Y., Yue, X., Cheng, X., Niu, Z., Luo, Z., Huang, H., Sun, F., Li, X.: Water-level changes in China’s large lakes determined from ICESat/GLAS data. Remote Sens. Environ. 132, 131–144 (2013)CrossRef Wang, X., Gong, P., Zhao, Y., Yue, X., Cheng, X., Niu, Z., Luo, Z., Huang, H., Sun, F., Li, X.: Water-level changes in China’s large lakes determined from ICESat/GLAS data. Remote Sens. Environ. 132, 131–144 (2013)CrossRef
95.
Zurück zum Zitat Worm, B., Barbier, E.B., Nicola Beaumont, J., Duffy, E., Folke, C., Halpern, B.S., Jackson, J.B.C., Lotze, H.K., Micheli, F., Palumbi, S.R., et al.: Impacts of biodiversity loss on ocean ecosystem services. Science 314(5800), 787–790 (2006)CrossRef Worm, B., Barbier, E.B., Nicola Beaumont, J., Duffy, E., Folke, C., Halpern, B.S., Jackson, J.B.C., Lotze, H.K., Micheli, F., Palumbi, S.R., et al.: Impacts of biodiversity loss on ocean ecosystem services. Science 314(5800), 787–790 (2006)CrossRef
96.
Zurück zum Zitat Baiqing, X., Cao, J., Hansen, J., Yao, T., Joswia, D.R., Wang, N., Wu, G., Wang, M., Zhao, H., Yang, W., Liu, X., He, J.: Black soot and the survival of Tibetan glaciers. Proc. Natl. Acad. Sci. 106(52), 8–22114 (2009) Baiqing, X., Cao, J., Hansen, J., Yao, T., Joswia, D.R., Wang, N., Wu, G., Wang, M., Zhao, H., Yang, W., Liu, X., He, J.: Black soot and the survival of Tibetan glaciers. Proc. Natl. Acad. Sci. 106(52), 8–22114 (2009)
97.
Zurück zum Zitat Hanqiu, Xu: Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int. J. Remote Sens. 27(14), 3025–3033 (2006)CrossRef Hanqiu, Xu: Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int. J. Remote Sens. 27(14), 3025–3033 (2006)CrossRef
98.
Zurück zum Zitat Zhang, G., Xie, H., Kang, S., Yi, D., Ackley, S.F.: Monitoring lake level changes on the Tibetan Plateau using ICESat altimetry data (2003–2009). Remote Sens. Environ. 115(7), 1733–1742 (2011) Zhang, G., Xie, H., Kang, S., Yi, D., Ackley, S.F.: Monitoring lake level changes on the Tibetan Plateau using ICESat altimetry data (2003–2009). Remote Sens. Environ. 115(7), 1733–1742 (2011)
99.
Zurück zum Zitat Zhang, S., Gao, H., Naz, B.S.: Monitoring reservoir storage in south asia from multisatellite remote sensing. Water Resour. Res. (2014) Zhang, S., Gao, H., Naz, B.S.: Monitoring reservoir storage in south asia from multisatellite remote sensing. Water Resour. Res. (2014)
100.
Zurück zum Zitat Zhu, X.: Remote sensing monitoring of coastline change in pearl river estuary. 22nd Asian Conference on Remote Sensing, vol. 5, p. 9 (2001) Zhu, X.: Remote sensing monitoring of coastline change in pearl river estuary. 22nd Asian Conference on Remote Sensing, vol. 5, p. 9 (2001)
Metadaten
Titel
Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities
verfasst von
Anuj Karpatne
Ankush Khandelwal
Xi Chen
Varun Mithal
James Faghmous
Vipin Kumar
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-31858-5_7

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