54. Rodell M, Famiglietti JS (2002) The potential for satellite-based monitoring of groundwater
storage changes using GRACE: the High Plains aquifer, Central US. J Hydrol 263:245–256
55. Yirdaw SC, Snelgrove KR, Agboma CO (2008) GRACE satellite observations of terrestrial
moisture changes for drought characterization in the Canadian Prairie. J Hydrol 356:84–92
56. Li B, Rodell M, Zaitchick BM, Reichle RH, Koster RD, Van Dam TM (2012) Assimilation of
GRACE terrestrial water storage into a land surface model: evaluation and potential value for
drought monitoring in western and central Europe. J Hydrol 446–447:103–115
57. Watkins MM (2004) Bowie lecture: time variable gravity measurements come of age. Eos 85
(47): Fall Meeting Supplement, Abstract G24A-01
58. Machiwal D, Jha MK, Mal BC (2011) Assessment of groundwater potential in a semi-arid
region of India using remote sensing, GIS and MCDM techniques. Water Resour Manag
25:1359–1386
59. Gramling C (2013) Kenyan find heralds new era in water prospecting. Science 341:1327
60. Fetter CW (2001) Applied hydrogeology, 4th edn. Prentice-Hall, Upper Saddle River, p 598
61. Klemas V (2011) Remote sensing of sea surface salinity: an overview with case studies. J
Coastal Res 27:830–838
62. Klemas V (2012) Remote sensing of coastal plumes and ocean fronts: overview and case
study. J Coastal Res 28:1–7
63. Kolokoussis P, Karathanassi V, Rokos D, Argialas D, Karageorgis AP, Georgopoulos D
(2011) Integrating thermal and hyperspectral remote sensing for the detection of coastal
springs and submarine groundwater discharges. Int J Remote Sens 32:8231–8251
64. Loheide S (2009) A thermal remote sensing tool for mapping spring and diffuse groundwater
discharge to streams. U.S. Geological survey report. http://water.usgs.gov/wrri/o8grants/
2008WI192B.html. Accessed 15 Oct 2014
65. Thomson KPB, Nielsen G (1980) Groundwater discharge detection along the coasts of the
Arabian Gulf and the Gulf of Oman using thermal infrared imagery. In: Proceedings of the
14th international symposium on remote sensing of environment, San Jose, Costa Rica,
23–30 Apr 1980, pp 835–843
66. Klemas V (2013) Airborne remote sensing of coastal features and processes: an overview. J
Coastal Res 29:239–255
67. Di Martino G, Tonielli R (2010) Freshwater runoff effects on shallow-water multibeam
surveys: using multibeam data processing to characterize submarine freshwater springs.
Sea Technology, May 2010, pp 10–13
68. Jensen JR (2007) Remote sensing of the environment: an earth resource perspective. PrenticeHall, Englewood Cliffs, p 608
69. Klemas V (2013) Remote sensing of wetland biomass: an overview. J Coastal Res
29:1016–1028
70. Cihlar J, St. Laurent A, Dyer JA (1991) Relation between the normalized difference vegetation index and ecological variables. Remote Sens Environ 35:279–298
71. Goward SN, Markham B, Dye DG, Dulaney W, Yang J (1991) Normalized difference
vegetation index measurements from the advanced very high resolution radiometer. Remote
Sens Environ 35:257–277
72. Young SS, Wang CY (2001) Land-cover change analysis of China using global-scale
Pathfinder AVHRR Landcover (PAL) data, 1982–92. Int J Remote Sens 22:1457–1477
73. Yuan D, Elvidge CD, Lunetta RS (1998) Survey of multispectral methods for land cover
change analysis. In: Lunetta RS, Elvidge CD (eds) Remote sensing change detection:
environmental monitoring methods and applications. Ann Arbor, Chelsea, pp 21–40
74. Dong J, Kaufmann RK, Myneni RB, Tucker CJ, Kauppi PE, Liski J, Buermann W,
Alexeyev V, Hughes MK (2003) Remote sensing estimates of boreal and temperate forest
woody biomass: carbon pools, sources, and sinks. Remote Sens Environ 84:393–410
75. Gower ST, Kucharik CJ, Norman JM (1999) Direct and indirect estimation of leaf area index,
fAPAR and net primary production of terrestrial ecosystems. Remote Sens Environ 70:29–51
Using Remote Sensing to Map and Monitor Water Resources in Arid and Semiarid. . .
57
storage changes using GRACE: the High Plains aquifer, Central US. J Hydrol 263:245–256
55. Yirdaw SC, Snelgrove KR, Agboma CO (2008) GRACE satellite observations of terrestrial
moisture changes for drought characterization in the Canadian Prairie. J Hydrol 356:84–92
56. Li B, Rodell M, Zaitchick BM, Reichle RH, Koster RD, Van Dam TM (2012) Assimilation of
GRACE terrestrial water storage into a land surface model: evaluation and potential value for
drought monitoring in western and central Europe. J Hydrol 446–447:103–115
57. Watkins MM (2004) Bowie lecture: time variable gravity measurements come of age. Eos 85
(47): Fall Meeting Supplement, Abstract G24A-01
58. Machiwal D, Jha MK, Mal BC (2011) Assessment of groundwater potential in a semi-arid
region of India using remote sensing, GIS and MCDM techniques. Water Resour Manag
25:1359–1386
59. Gramling C (2013) Kenyan find heralds new era in water prospecting. Science 341:1327
60. Fetter CW (2001) Applied hydrogeology, 4th edn. Prentice-Hall, Upper Saddle River, p 598
61. Klemas V (2011) Remote sensing of sea surface salinity: an overview with case studies. J
Coastal Res 27:830–838
62. Klemas V (2012) Remote sensing of coastal plumes and ocean fronts: overview and case
study. J Coastal Res 28:1–7
63. Kolokoussis P, Karathanassi V, Rokos D, Argialas D, Karageorgis AP, Georgopoulos D
(2011) Integrating thermal and hyperspectral remote sensing for the detection of coastal
springs and submarine groundwater discharges. Int J Remote Sens 32:8231–8251
64. Loheide S (2009) A thermal remote sensing tool for mapping spring and diffuse groundwater
discharge to streams. U.S. Geological survey report. http://water.usgs.gov/wrri/o8grants/
2008WI192B.html. Accessed 15 Oct 2014
65. Thomson KPB, Nielsen G (1980) Groundwater discharge detection along the coasts of the
Arabian Gulf and the Gulf of Oman using thermal infrared imagery. In: Proceedings of the
14th international symposium on remote sensing of environment, San Jose, Costa Rica,
23–30 Apr 1980, pp 835–843
66. Klemas V (2013) Airborne remote sensing of coastal features and processes: an overview. J
Coastal Res 29:239–255
67. Di Martino G, Tonielli R (2010) Freshwater runoff effects on shallow-water multibeam
surveys: using multibeam data processing to characterize submarine freshwater springs.
Sea Technology, May 2010, pp 10–13
68. Jensen JR (2007) Remote sensing of the environment: an earth resource perspective. PrenticeHall, Englewood Cliffs, p 608
69. Klemas V (2013) Remote sensing of wetland biomass: an overview. J Coastal Res
29:1016–1028
70. Cihlar J, St. Laurent A, Dyer JA (1991) Relation between the normalized difference vegetation index and ecological variables. Remote Sens Environ 35:279–298
71. Goward SN, Markham B, Dye DG, Dulaney W, Yang J (1991) Normalized difference
vegetation index measurements from the advanced very high resolution radiometer. Remote
Sens Environ 35:257–277
72. Young SS, Wang CY (2001) Land-cover change analysis of China using global-scale
Pathfinder AVHRR Landcover (PAL) data, 1982–92. Int J Remote Sens 22:1457–1477
73. Yuan D, Elvidge CD, Lunetta RS (1998) Survey of multispectral methods for land cover
change analysis. In: Lunetta RS, Elvidge CD (eds) Remote sensing change detection:
environmental monitoring methods and applications. Ann Arbor, Chelsea, pp 21–40
74. Dong J, Kaufmann RK, Myneni RB, Tucker CJ, Kauppi PE, Liski J, Buermann W,
Alexeyev V, Hughes MK (2003) Remote sensing estimates of boreal and temperate forest
woody biomass: carbon pools, sources, and sinks. Remote Sens Environ 84:393–410
75. Gower ST, Kucharik CJ, Norman JM (1999) Direct and indirect estimation of leaf area index,
fAPAR and net primary production of terrestrial ecosystems. Remote Sens Environ 70:29–51
Using Remote Sensing to Map and Monitor Water Resources in Arid and Semiarid. . .
57