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Published in: Hydrogeology Journal 2/2015

01-03-2015 | Paper

Ground truthing groundwater-recharge estimates derived from remotely sensed evapotranspiration: a case in South Australia

Authors: Russell S. Crosbie, Phil Davies, Nikki Harrington, Sebastien Lamontagne

Published in: Hydrogeology Journal | Issue 2/2015

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Abstract

Using a water balance to estimate groundwater recharge through the use of remotely sensed evapotranspiration offers a spatial and temporal density of data that other techniques cannot match. However, the estimates are uncertain and therefore ground truthing of the recharge estimates is necessary. This study, conducted in the south-east of South Australia, demonstrated that the raw water-balance estimates of recharge had a negative bias of 45 mm/yr when compared to 190 recharge estimates using the water-table fluctuation method over a 10-year period (2001–2010). As this bias was not related to the magnitude of the recharge estimated using the water-table fluctuation method, a simple offset was used to bias-correct the water-balance recharge estimates. The bias-corrected recharge estimates had a mean residual that was not significantly different from an independent set of 99 historical recharge estimates but did have a large mean absolute residual indicating a lack of precision. The value in this technique is the density of the data (250-m grid over 29,000 km2). The relationship between the water-table depth and net recharge under different vegetation types was investigated. Under pastures, there was no relationship with water-table depth, as the shallow roots do not intercept groundwater. However, under plantation forestry, there was a relationship between net recharge and water-table depth. Net recharge under plantation forestry growing on sandy soils was independent of the water table at around 6 m depth but, under heavier textured soils, the trees were using groundwater from depths of more than 20 m.

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Literature
go back to reference ABARE-BRS (2010) Catchment scale land use mapping for Australia: update March 2010. Australian Bureau of Agricultural and Resource Economics, Bureau of Rural Sciences, Canberra, Australia ABARE-BRS (2010) Catchment scale land use mapping for Australia: update March 2010. Australian Bureau of Agricultural and Resource Economics, Bureau of Rural Sciences, Canberra, Australia
go back to reference Allison GB, Hughes MW (1978) The use of environmental chloride and tritium to estimate total recharge to an unconfined aquifer. Aust J Soil Res 16:181–195CrossRef Allison GB, Hughes MW (1978) The use of environmental chloride and tritium to estimate total recharge to an unconfined aquifer. Aust J Soil Res 16:181–195CrossRef
go back to reference Anderson VG (1945) Some effects of atmospheric evaporation and transpiration on the composition of natural water in Australia (continued): 4. underground waters in riverless areas. J Aust Chem Inst 12:83–98 Anderson VG (1945) Some effects of atmospheric evaporation and transpiration on the composition of natural water in Australia (continued): 4. underground waters in riverless areas. J Aust Chem Inst 12:83–98
go back to reference Bell DT (1999) Australian trees for the rehabilitation of waterlogged and salinity-damaged landscapes. Aust J Bot 47(5):697–716CrossRef Bell DT (1999) Australian trees for the rehabilitation of waterlogged and salinity-damaged landscapes. Aust J Bot 47(5):697–716CrossRef
go back to reference Benyon RG, Theiveyanathan S, Doody TM (2006) Impacts of tree plantations on groundwater in south-eastern Australia. Aust J Bot 54(2):181–192CrossRef Benyon RG, Theiveyanathan S, Doody TM (2006) Impacts of tree plantations on groundwater in south-eastern Australia. Aust J Bot 54(2):181–192CrossRef
go back to reference Brown K, Harrington G, Lawson J (2006) Review of groundwater resource condition and management principles for the Tertiary Limestone Aquifer in the south east of South Australia. Department of Water, Land and Biodiversity Conservation, Naracoorte, Australia Brown K, Harrington G, Lawson J (2006) Review of groundwater resource condition and management principles for the Tertiary Limestone Aquifer in the south east of South Australia. Department of Water, Land and Biodiversity Conservation, Naracoorte, Australia
go back to reference Brunner P, Bauer P, Eugster M, Kinzelbach W (2004) Using remote sensing to regionalize local precipitation recharge rates obtained from the chloride method. J Hydrol 294(4):241–250CrossRef Brunner P, Bauer P, Eugster M, Kinzelbach W (2004) Using remote sensing to regionalize local precipitation recharge rates obtained from the chloride method. J Hydrol 294(4):241–250CrossRef
go back to reference Brunner P, Hendricks Franssen HJ, Kgotlhang L, Bauer-Gottwein P, Kinzelbach W (2007) How can remote sensing contribute in groundwater modeling? Hydrogeol J 15(1):5–18CrossRef Brunner P, Hendricks Franssen HJ, Kgotlhang L, Bauer-Gottwein P, Kinzelbach W (2007) How can remote sensing contribute in groundwater modeling? Hydrogeol J 15(1):5–18CrossRef
go back to reference Canadell J, Jackson RB, Ehleringer JR, Mooney HA, Sala OE, Schulze ED (1996) Maximum rooting depth of vegetation types at the global scale. Oecologia 108:583–595CrossRef Canadell J, Jackson RB, Ehleringer JR, Mooney HA, Sala OE, Schulze ED (1996) Maximum rooting depth of vegetation types at the global scale. Oecologia 108:583–595CrossRef
go back to reference Crosbie RS, Binning P, Kalma JD (2005) A time series approach to inferring groundwater recharge using the water table fluctuation method. Water Resour Res 41(1):1008CrossRef Crosbie RS, Binning P, Kalma JD (2005) A time series approach to inferring groundwater recharge using the water table fluctuation method. Water Resour Res 41(1):1008CrossRef
go back to reference Crosbie RS, Jolly ID, Leaney FW, Petheram C (2010) Can the dataset of field based recharge estimates in Australia be used to predict recharge in data-poor areas? Hydrol Earth Syst Sci 14(10):2023–2038CrossRef Crosbie RS, Jolly ID, Leaney FW, Petheram C (2010) Can the dataset of field based recharge estimates in Australia be used to predict recharge in data-poor areas? Hydrol Earth Syst Sci 14(10):2023–2038CrossRef
go back to reference Cuthbert MO (2010) An improved time series approach for estimating groundwater recharge from groundwater level fluctuations. Water Resour Res 46(9):W09515CrossRef Cuthbert MO (2010) An improved time series approach for estimating groundwater recharge from groundwater level fluctuations. Water Resour Res 46(9):W09515CrossRef
go back to reference Donohue RJ, McVicar TR, Roderick ML (2010) Assessing the ability of potential evaporation formulations to capture the dynamics in evaporative demand within a changing climate. J Hydrol 386(1–4):186–197CrossRef Donohue RJ, McVicar TR, Roderick ML (2010) Assessing the ability of potential evaporation formulations to capture the dynamics in evaporative demand within a changing climate. J Hydrol 386(1–4):186–197CrossRef
go back to reference Eagleson PS (1982) Ecological optimality in water-limited natural soil-vegetation systems: 1. theory and hypothesis. Water Resour Res 18:325–340CrossRef Eagleson PS (1982) Ecological optimality in water-limited natural soil-vegetation systems: 1. theory and hypothesis. Water Resour Res 18:325–340CrossRef
go back to reference Gee GW, Hillel D (1988) Groundwater recharge in arid regions: review and critique of estimation methods. Hydrol Process 2(3):255–266CrossRef Gee GW, Hillel D (1988) Groundwater recharge in arid regions: review and critique of estimation methods. Hydrol Process 2(3):255–266CrossRef
go back to reference Glenn EP, Doody TM, Guerschman JP, Huete AR, King EA, McVicar TR, Van Dijk AIJM, Van Niel TG, Yebra M, Zhang Y (2011) Actual evapotranspiration estimation by ground and remote sensing methods: the Australian experience. Hydrol Process 25(26):4103–4116CrossRef Glenn EP, Doody TM, Guerschman JP, Huete AR, King EA, McVicar TR, Van Dijk AIJM, Van Niel TG, Yebra M, Zhang Y (2011) Actual evapotranspiration estimation by ground and remote sensing methods: the Australian experience. Hydrol Process 25(26):4103–4116CrossRef
go back to reference Guerschman JP, Van Dijk AIJM, Mattersdorf G, Beringer J, Hutley LB, Leuning R, Pipunic RC, Sherman BS (2009) Scaling of potential evapotranspiration with MODIS data reproduces flux observations and catchment water balance observations across Australia. J Hydrol 369(1–2):107–119CrossRef Guerschman JP, Van Dijk AIJM, Mattersdorf G, Beringer J, Hutley LB, Leuning R, Pipunic RC, Sherman BS (2009) Scaling of potential evapotranspiration with MODIS data reproduces flux observations and catchment water balance observations across Australia. J Hydrol 369(1–2):107–119CrossRef
go back to reference Harrington N, Lamontagne S (Editors) (2013) Framework for a regional water balance model for the South Australian Limestone Coast region. Goyder Institute for Water Research, Adelaide, Australia Harrington N, Lamontagne S (Editors) (2013) Framework for a regional water balance model for the South Australian Limestone Coast region. Goyder Institute for Water Research, Adelaide, Australia
go back to reference Harrington N, Woods J, Turnadge C, Davies P, Li C (2013) Overview of the study area. In: Harrington N, Lamontagne S (eds) Framework for a regional water balance model for the South Australian Limestone Coast region. Goyder Institute for Water Research, Adelaide, Australia Harrington N, Woods J, Turnadge C, Davies P, Li C (2013) Overview of the study area. In: Harrington N, Lamontagne S (eds) Framework for a regional water balance model for the South Australian Limestone Coast region. Goyder Institute for Water Research, Adelaide, Australia
go back to reference Healy RW, Cook PG (2002) Using groundwater levels to estimate recharge. Hydrogeol J 10(1):91–109CrossRef Healy RW, Cook PG (2002) Using groundwater levels to estimate recharge. Hydrogeol J 10(1):91–109CrossRef
go back to reference Herczeg AL, Leaney FWJ, Stadler MF, Allan GL, Fifield LK (1997) Chemical and isotopic indicators of point-source recharge to a karst aquifer, South Australia. J Hydrol 192(1–4):271–299CrossRef Herczeg AL, Leaney FWJ, Stadler MF, Allan GL, Fifield LK (1997) Chemical and isotopic indicators of point-source recharge to a karst aquifer, South Australia. J Hydrol 192(1–4):271–299CrossRef
go back to reference Jeffrey SJ, Carter JO, Moodie KB, Beswick AR (2001) Using spatial interpolation to construct a comprehensive archive of Australian climate data. Environ Model Softw 16(4):309–330CrossRef Jeffrey SJ, Carter JO, Moodie KB, Beswick AR (2001) Using spatial interpolation to construct a comprehensive archive of Australian climate data. Environ Model Softw 16(4):309–330CrossRef
go back to reference Jones DA, Wang W, Fawcett R (2009) High-quality spatial climate data-sets for Australia. Aust Meteorol Oceanogr J 58(4):233–248 Jones DA, Wang W, Fawcett R (2009) High-quality spatial climate data-sets for Australia. Aust Meteorol Oceanogr J 58(4):233–248
go back to reference Kalma J, McVicar T, McCabe M (2008) Estimating land surface evaporation: a review of methods using remotely sensed surface temperature data. Surv Geophys 29(4–5):421–469CrossRef Kalma J, McVicar T, McCabe M (2008) Estimating land surface evaporation: a review of methods using remotely sensed surface temperature data. Surv Geophys 29(4–5):421–469CrossRef
go back to reference Kennett-Smith A, Cook PG, Walker GR (1994) Factors affecting groundwater recharge following clearing in the south western Murray Basin. J Hydrol 154(1–4):85–105CrossRef Kennett-Smith A, Cook PG, Walker GR (1994) Factors affecting groundwater recharge following clearing in the south western Murray Basin. J Hydrol 154(1–4):85–105CrossRef
go back to reference Keywood MD, Chivas AR, Fifield LK, Cresswell RG, Ayres GP (1997) The accession of chloride to the western half of the Australian continent. Aust J Soil Res 35:1177–1189CrossRef Keywood MD, Chivas AR, Fifield LK, Cresswell RG, Ayres GP (1997) The accession of chloride to the western half of the Australian continent. Aust J Soil Res 35:1177–1189CrossRef
go back to reference King E, van Niel T, van Dijk A, Wang Z, Paget M, Raupach T, Guerschman J, Haverd V, McVicar T, Miltenberg I, Raupach M, Renzullo L, Zhang Y (2011) Actual evapotranspiration estimates for Australia: intercomparison and evaluation. CSIRO: Water for a Healthy Country National Research Flagship, Canberra, Australia King E, van Niel T, van Dijk A, Wang Z, Paget M, Raupach T, Guerschman J, Haverd V, McVicar T, Miltenberg I, Raupach M, Renzullo L, Zhang Y (2011) Actual evapotranspiration estimates for Australia: intercomparison and evaluation. CSIRO: Water for a Healthy Country National Research Flagship, Canberra, Australia
go back to reference Lamontagne S, Taylor A, Herpich D, Hancock G (2013) Groundwater discharge to the marine environment. In: Harrington N, Lamontagne S (eds) Framework for a regional water balance model for the South Australian Limestone Coast region. Goyder Institute for Water Research, Adelaide, Australia Lamontagne S, Taylor A, Herpich D, Hancock G (2013) Groundwater discharge to the marine environment. In: Harrington N, Lamontagne S (eds) Framework for a regional water balance model for the South Australian Limestone Coast region. Goyder Institute for Water Research, Adelaide, Australia
go back to reference Leaney FW, Herczeg AL (1995) Regional recharge to a karst aquifer estimated from chemical and isotopic composition of diffuse and localised recharge, South Australia. J Hydrol 164(1–4):363–387CrossRef Leaney FW, Herczeg AL (1995) Regional recharge to a karst aquifer estimated from chemical and isotopic composition of diffuse and localised recharge, South Australia. J Hydrol 164(1–4):363–387CrossRef
go back to reference Leaney F, Crosbie R, O’Grady A, Jolly I, Gow L, Davies P, Wilford J, Kilgour P (2011) Recharge and discharge estimation in data poor areas: scientific reference guide. CSIRO: Water for a Healthy Country National Research Flagship, Canberra, Australia Leaney F, Crosbie R, O’Grady A, Jolly I, Gow L, Davies P, Wilford J, Kilgour P (2011) Recharge and discharge estimation in data poor areas: scientific reference guide. CSIRO: Water for a Healthy Country National Research Flagship, Canberra, Australia
go back to reference Meinzer OE, Stearns ND (1929) A Study of groundwater in the Pomperaug Basin, Conn. with special reference to intake and discharge. US Geol Surv Water Supply Pap 597B Meinzer OE, Stearns ND (1929) A Study of groundwater in the Pomperaug Basin, Conn. with special reference to intake and discharge. US Geol Surv Water Supply Pap 597B
go back to reference Műnch Z, Conrad JE, Gibson LA, Palmer AR, Hughes D (2013) Satellite earth observation as a tool to conceptualize hydrogeological fluxes in the Sandveld, South Africa. Hydrogeol J 21(5):1053–1070CrossRef Műnch Z, Conrad JE, Gibson LA, Palmer AR, Hughes D (2013) Satellite earth observation as a tool to conceptualize hydrogeological fluxes in the Sandveld, South Africa. Hydrogeol J 21(5):1053–1070CrossRef
go back to reference Mustafa S, Lawson JS (2002) Review of Tertiary Gambier Limestone aquifer properties, lower south-east, South Australia. Department of Water, Land and Biodiversity Conservation, Naracoorte, SA, Australia Mustafa S, Lawson JS (2002) Review of Tertiary Gambier Limestone aquifer properties, lower south-east, South Australia. Department of Water, Land and Biodiversity Conservation, Naracoorte, SA, Australia
go back to reference O’Grady AP, Carter JL, Bruce J (2011) Can we predict groundwater discharge from terrestrial ecosystems using existing eco-hydrological concepts? Hydrol Earth Syst Sci 15(12):3731–3739CrossRef O’Grady AP, Carter JL, Bruce J (2011) Can we predict groundwater discharge from terrestrial ecosystems using existing eco-hydrological concepts? Hydrol Earth Syst Sci 15(12):3731–3739CrossRef
go back to reference Osei-Bonsu K, Barnett SR (2008) Padthaway Salt Accession Study, phase 3E: refinement of Naracoorte Ranges salt accession models and study of groundwater flow on Padthaway Flats (Draft). Department of Water, Land and Biodiversity Conservation, Adelaide, Australia Osei-Bonsu K, Barnett SR (2008) Padthaway Salt Accession Study, phase 3E: refinement of Naracoorte Ranges salt accession models and study of groundwater flow on Padthaway Flats (Draft). Department of Water, Land and Biodiversity Conservation, Adelaide, Australia
go back to reference Petheram C, Walker G, Grayson R, Thierfelder T, Zhang L (2002) Towards a framework for predicting impacts of land-use on recharge: 1. a review of recharge studies in Australia. Aust J Soil Res 40(3):397–417CrossRef Petheram C, Walker G, Grayson R, Thierfelder T, Zhang L (2002) Towards a framework for predicting impacts of land-use on recharge: 1. a review of recharge studies in Australia. Aust J Soil Res 40(3):397–417CrossRef
go back to reference Scanlon BR, Healy RW, Cook PG (2002) Choosing appropriate techniques for quantifying groundwater recharge. Hydrogeol J 10:18–39CrossRef Scanlon BR, Healy RW, Cook PG (2002) Choosing appropriate techniques for quantifying groundwater recharge. Hydrogeol J 10:18–39CrossRef
go back to reference Scanlon BR, Keese KE, Flint AL, Flint LE, Gaye CB, Edmunds WM, Simmers I (2006) Global synthesis of groundwater recharge in semiarid and arid regions. Hydrol Process 20(15):3335–3370CrossRef Scanlon BR, Keese KE, Flint AL, Flint LE, Gaye CB, Edmunds WM, Simmers I (2006) Global synthesis of groundwater recharge in semiarid and arid regions. Hydrol Process 20(15):3335–3370CrossRef
go back to reference SENRMB (2013) Water allocation plan for the Lower Limestone Coast Prescribed Wells area. South East Natural Resources Management Board, Adelaide, Australia SENRMB (2013) Water allocation plan for the Lower Limestone Coast Prescribed Wells area. South East Natural Resources Management Board, Adelaide, Australia
go back to reference Shah N, Nachabe M, Ross M (2007) Extinction depth and evapotranspiration from ground water under selected land covers. Ground Water 45(3):329–338CrossRef Shah N, Nachabe M, Ross M (2007) Extinction depth and evapotranspiration from ground water under selected land covers. Ground Water 45(3):329–338CrossRef
go back to reference Smith M, Allen RG, Monteith JL, Perrier A, Pereira LS, Segeren A (1992) Expert consultation on revision of FAO methodologies for crop water requirements. Food and Agriculture Organisation, Rome Smith M, Allen RG, Monteith JL, Perrier A, Pereira LS, Segeren A (1992) Expert consultation on revision of FAO methodologies for crop water requirements. Food and Agriculture Organisation, Rome
go back to reference Soylu ME, Istanbulluoglu E, Lenters JD, Wang T (2011) Quantifying the impact of groundwater depth on evapotranspiration in a semi-arid grassland region. Hydrol Earth Syst Sci 15(3):787–806CrossRef Soylu ME, Istanbulluoglu E, Lenters JD, Wang T (2011) Quantifying the impact of groundwater depth on evapotranspiration in a semi-arid grassland region. Hydrol Earth Syst Sci 15(3):787–806CrossRef
go back to reference Szilagyi J, Jozsa J (2013) MODIS-aided statewide net groundwater-recharge estimation in Nebraska. Ground Water 51(5):735–744CrossRef Szilagyi J, Jozsa J (2013) MODIS-aided statewide net groundwater-recharge estimation in Nebraska. Ground Water 51(5):735–744CrossRef
go back to reference Szilagyi J, Zlotnik VA, Gates JB, Jozsa J (2011) Mapping mean annual groundwater recharge in the Nebraska Sand Hills, USA. Hydrogeol J 19(8):1503–1513CrossRef Szilagyi J, Zlotnik VA, Gates JB, Jozsa J (2011) Mapping mean annual groundwater recharge in the Nebraska Sand Hills, USA. Hydrogeol J 19(8):1503–1513CrossRef
go back to reference Szilágyi J, Kovács Á, Józsa J (2012) Remote-sensing based groundwater recharge estimates in the Danube-Tisza Sand Plateau Region of Hungary. J Hydrol Hydromech 60(1):64–72CrossRef Szilágyi J, Kovács Á, Józsa J (2012) Remote-sensing based groundwater recharge estimates in the Danube-Tisza Sand Plateau Region of Hungary. J Hydrol Hydromech 60(1):64–72CrossRef
go back to reference Szilagyi J, Zlotnik VA, Jozsa J (2013) Net recharge vs. depth to groundwater relationship in the Platte River Valley of Nebraska, United States. Ground Water 51(6):945–951CrossRef Szilagyi J, Zlotnik VA, Jozsa J (2013) Net recharge vs. depth to groundwater relationship in the Platte River Valley of Nebraska, United States. Ground Water 51(6):945–951CrossRef
go back to reference Walker G, Jolly I, Stadter M, Leaney F, Stone W, Cook P, Davie R, Fifield L (1987) Estimation of diffuse recharge in the Naracoorte Ranges region, South Australia: an evaluation of chlorine-36 for recharge studies. Australian Water Research Advisory Council, Canberra, Australia Walker G, Jolly I, Stadter M, Leaney F, Stone W, Cook P, Davie R, Fifield L (1987) Estimation of diffuse recharge in the Naracoorte Ranges region, South Australia: an evaluation of chlorine-36 for recharge studies. Australian Water Research Advisory Council, Canberra, Australia
go back to reference Wohling D (2008) Minimising salt accession to the south east of South Australia: the border designated area and hundred of Stirling salt accession projects, vol 2—analytical techniques, results and management implications. DWLBC report 2008/23. South Australian Department of Water, Land and Biodiversity Conservation, Adelaide, Australia Wohling D (2008) Minimising salt accession to the south east of South Australia: the border designated area and hundred of Stirling salt accession projects, vol 2—analytical techniques, results and management implications. DWLBC report 2008/23. South Australian Department of Water, Land and Biodiversity Conservation, Adelaide, Australia
go back to reference Wood WW (1999) Use and misuse of the chloride-mass balance method in estimating ground water recharge. Ground Water 37(1):2–3CrossRef Wood WW (1999) Use and misuse of the chloride-mass balance method in estimating ground water recharge. Ground Water 37(1):2–3CrossRef
go back to reference Wood C (2010) South East National Water Initiative Sub Program 1.1: improved estimates of groundwater recharge in south east South Australia. DWLBC report (Draft). South Australian Department of Water, Land and Biodiversity Conservation, Adelaide, Australia Wood C (2010) South East National Water Initiative Sub Program 1.1: improved estimates of groundwater recharge in south east South Australia. DWLBC report (Draft). South Australian Department of Water, Land and Biodiversity Conservation, Adelaide, Australia
Metadata
Title
Ground truthing groundwater-recharge estimates derived from remotely sensed evapotranspiration: a case in South Australia
Authors
Russell S. Crosbie
Phil Davies
Nikki Harrington
Sebastien Lamontagne
Publication date
01-03-2015
Publisher
Springer Berlin Heidelberg
Published in
Hydrogeology Journal / Issue 2/2015
Print ISSN: 1431-2174
Electronic ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-014-1200-7

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