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Groundwater-climate interactions:
current challenges & new insight
Richard Taylor
University College London (UK)
IAH Commission of Groundwater & Climate Change
UNESCO-IHP GRAPHIC programme




      headwater of River Limpopo, NE Botswana
outline

 • groundwater - a fundamental resource and key
   component of the Earth’s hydrological system
       p                     y     g      y

 • representation of the groundwater system in Land
   Surface Models (GCMs)

 • satellite monitoring of groundwater (GRACE)

 • groundwater, hydrological change & adaptation
groundwater – a global resource

- world’s largest accessible store of freshwater




 - estimate of 23 400 000 k 3 (K
     ti t f               km (Korzun, 1974) i hi hl
                                            is highly
 uncertain
groundwater is the primary source of drinking
water for nearly half of the world’s population
                   (Coughanowr, 1994 Kundzewicz & Döll, 2009)
                   (C   h       1994; K d   i     Döll




                                                    urban spring
                                                Kampala (Uganda)
• 30% of the world’s irrigated land is supplied by
  groundwater
       d t                          (Foster & Chilton, 2003)




• primarily responsible for dramatic increases in
  food p oduct o in Asia ( d a, Bangladesh, C a)
   ood production     s a (India, a g ades , China)




                       groundwater-fed irrigation of Boro rice (Bangladesh)
for some…
groundwater is their only source of water




                 sand river, headwater of the Great Ruaha River, Tanzania
“there has been very little research on the
 there
impact of climate change on groundwater…”
        p
        p. 185, Chapter 3 (Freshwater), IPCC AR4 (Kundzewicz et al., 2007)
              ,    p      (          ),          (                 ,     )




                       Makgadikgadi Salt Pan – an evaporated lake in Botswana
global hydrological change
hydrological system is central to the Earth’s climate system




                                source: NASA
global hydrological change & GCMs

• climate system represented by General Circulation Models
  (GCMs); terrestrial hydrology is simulated by an embedded
  Land-Surface Model (LSM)
• in LSMs, groundwater is either excluded
  OR represented very crudely (e.g. Niu et al., 2007)
  - no lateral flow
  - simplistic K & water table estimations




• LSMs essentially ignore groundwater
  storage and flows operating at larger
  spatial and longer temporal scales
                       Schaller & Fan (2009)
groundwater & LSMs

How important are groundwater-controlled processes:

•   capillary flow from the water table sustains ET
•   shallow groundwater exchanges with surface water
•   regional groundwater discharges to surface waters
•   submarine discharges


and what level of model complexity is required?
groundwater & LSMs


• groundwater influences soil
  moisture and, hence, the
               ,        ,
  magnitude and spatio-
  temporal variability of ET
  (land-atmosphere feedbacks)

                                     Kollet and Maxwell (2008)



• improved river flow simulations by considering
  shallow groundwater exchanges
basin-scale groundwater discharges
• ET in dambos across eastern
  and southern Africa is
  sustained over dry seasons
                   y
  by groundwater




Aroca Dambo, northern Uganda
LSM calibration & data availability?

• absence of global groundwater dataset is a major
  impediment to improve representation of
  groundwater processes is LSMs

• as th resolution of LSM improves, the omission
     the    l ti    f LSMs i         th     i i
  of groundwater processes is expected to become
  more problematic


• LSM are, h
  LSMs     however, already overparameterised so
                       l d                t i d
  more sophisticated representations of
  groundwater require careful consideration
GRACE

• gravity variations
  represent fluid mass
  changes


• fluid mass changes
  represent total
  (terrestrial) water
  storage changes after
  removing atmospheric
  and oceanic mass
     d         i
  changes
GRACE: total water storage changes




∆TWS = ∆GW + ∆IS + ∆SM + ∆SW


• attribution of GRACE signal to specific
  components of the hydrological system (above)
  requires independent measures or simulation
GRACE vs. observations
g
good correlations observed between GRACE and observations
at regional scale (e.g. Bengal Basin)




                                          Shamsudduha et al. (in prep.)
GRACE


• low resolution
  of GRACE data
    f         d t
  (160 000 km2)
  constrains utility
                       0.25° x 0.25° grid (reference)
  of data for sub-
  regional water
      g
  management




                           GRACE resolution
GRACE & storage co-efficients
• direct comparison between GRACE data (water
  depth) and groundwater-level observations
  requires a storage co-efficient
    q             g

• few reliable assessments of
  groundwater storage and         Gelhar (1986)


  subject to scale dependency
  observed in other
  hydrogeological parameters
  (dispersivity)

• unconfined aquifer conditions
  typically assumed
• uncertainty in storage co-efficients is non-trivial



  -0.75km3/year (spatially distributed Sy)
  -1.36km3/year (assuming Sy = 0.10)




                       groundwater-fed irrigation of Boro rice (Bangladesh)
groundwater abstraction – ignored in LSMs




                       Shiklomanov, 2000. Water International.
groundwater abstraction & hydrology

• hydrological consequences of abstraction not considered
  in LSMs (reduced baseflow, enhanced recharge)




                           Shamsudduha et al. (in press) Hydrogeol. J.
recharge induced by abstraction




• challenges notion of “safe yield” based on static recharge
Groundwater & climate in East Africa




• focus on observational
  datasets: combined
  groundwater-rainfall
  monitoring stations in:
  Uganda (humid)
  Tanzania (semi-arid)
Projected changes in the intensity of P
  • fewer low and medium intensity precipitation events
    fewer,
  • more, very heavy precipitation events (i.e., “extreme events”)
                                                     Allen & Ingram, 2002. Nature 419, 224-232.
                                                     Trenberth et al., 2003. BAMS 84, 1205–1217.
                                                     Allan & Soden, 2008. Science 321, 1481-1484.




                                                   surface runoff – Kampala




 Mileham et al., 2009. HSJ, Vol. 54(4), 727-738.
test this hypothesis in East Africa?

 • historical (~1940s to ~1980s), sub-daily (tipping-bucket)
   rainfall records are available (in hardcopy) for many
   stations in East Africa




 • transcribe and analyse historical dataset and compare with
   more recent records from revamped, strategic stations?
Impact of changing P intensities on groundwater resources
  p             g g                      g
• over 200 protected springs in Kampala
• 60% of the low-income population with access to springs use
  them for all or part of their domestic water needs




                                         protected spring in Bwaise (Kampala)
Impact of heavy rainfall events on water quality

• high-frequency monitoring of spring discharges shows a rapid
  high frequency
  deterioration in bacteriological quality following heavy rainfall




       Taylor et al., 2009. Groundwater & Climate in Africa IAHS Vol. 334
Impact on groundwater recharge?

• groundwater recharge
        d t         h
  correlates better to the sum
  of heavy rainfall events than
          y
  the sum of all rain events
   Owor, Taylor et al., 2009. ERL Vol. 4, 035009.




• shift to more frequent, very
  heavy precipitation events
  favours recharge in tropics –
  contrary to suggestions
           y     gg
  reported in IPCC AR4 for
  SW Africa and Brazil
Makutapora Wellfield
Tanzania
55-year groundwater-level record in preparation




 • episodic recharge (1960, 1962-3, 1968, 1989-90,
   1997-98, 2006-7) linked to extreme (ENSO) events
variability in African water resources
• most variable river discharge in the world
    McMahon et al., 2007. J. Hydrol. 54, 727-738.

    projected to increase - more frequent and intense floods &
    droughts
                                                    headwater of River Limpopo, NE Botswana




Mutarara District, Mozambique, 22 February 2007




  • role of basin storage - both natural and constructed?
role of land-cover change?
                   • non-intuitive basin responses
     Population
      growth         (‘Sahelian Paradox’)
                                              Descroix et al. (2009) J. Hydrol., Vol. 375, 90-102.
                        Expanded
                        cropping
                             i
                          area
                                                Land clearance
      Reduced
                                               and deforestation
       fallow
                                                                                      Soil
                        Nutrient                                                    erosion
                        mining
                          i i
                                                       Alterations
                                                        to water
                                                        balance
       Extreme
                             Stagnant or
     degradation
                            falling yields
      of 95m ha
                                             Increased use                  Increased or
                                               of marginal                   decreased
Note: arrows signify                              lands                       recharge
cause/effect linkages
groundwater data

The major constraint to
our understanding of
the relationships
between groundwater
and 1) climate and
     )
2) development

and to the development
   d t th d    l     t
of LSMs effectively
representing
groundwater is…

DATA.
IGRAC
• no coordinated global effort to collate groundwater data!
some concluding thoughts




1. groundwater plays an important role not only in
   the provision of freshwater but also the global
   climate system

2.
2 despite new advances (e g GRACE) there
                         (e.g. GRACE),
   remains an urgent need for a global system of
   archiving hydrogeological data - analogous to
           g y g       g                 g
   WMO, GRDC, WGMS
3. critical role of groundwater as a natural basin
   store in adaptation to climate variability and
   change i sub-Saharan Af i
    h        in b S h        Africa


4. inter-disciplinary collaborations in hydrological
   sciences required to develop more effective
   representation of groundwater processes in LSMs
                     f                             S

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Dr. Richard Taylor - Groundwater-climate interactions: current challenges & new insight.

  • 1. Groundwater-climate interactions: current challenges & new insight Richard Taylor University College London (UK) IAH Commission of Groundwater & Climate Change UNESCO-IHP GRAPHIC programme headwater of River Limpopo, NE Botswana
  • 2. outline • groundwater - a fundamental resource and key component of the Earth’s hydrological system p y g y • representation of the groundwater system in Land Surface Models (GCMs) • satellite monitoring of groundwater (GRACE) • groundwater, hydrological change & adaptation
  • 3. groundwater – a global resource - world’s largest accessible store of freshwater - estimate of 23 400 000 k 3 (K ti t f km (Korzun, 1974) i hi hl is highly uncertain
  • 4. groundwater is the primary source of drinking water for nearly half of the world’s population (Coughanowr, 1994 Kundzewicz & Döll, 2009) (C h 1994; K d i Döll urban spring Kampala (Uganda)
  • 5. • 30% of the world’s irrigated land is supplied by groundwater d t (Foster & Chilton, 2003) • primarily responsible for dramatic increases in food p oduct o in Asia ( d a, Bangladesh, C a) ood production s a (India, a g ades , China) groundwater-fed irrigation of Boro rice (Bangladesh)
  • 6. for some… groundwater is their only source of water sand river, headwater of the Great Ruaha River, Tanzania
  • 7. “there has been very little research on the there impact of climate change on groundwater…” p p. 185, Chapter 3 (Freshwater), IPCC AR4 (Kundzewicz et al., 2007) , p ( ), ( , ) Makgadikgadi Salt Pan – an evaporated lake in Botswana
  • 8. global hydrological change hydrological system is central to the Earth’s climate system source: NASA
  • 9. global hydrological change & GCMs • climate system represented by General Circulation Models (GCMs); terrestrial hydrology is simulated by an embedded Land-Surface Model (LSM) • in LSMs, groundwater is either excluded OR represented very crudely (e.g. Niu et al., 2007) - no lateral flow - simplistic K & water table estimations • LSMs essentially ignore groundwater storage and flows operating at larger spatial and longer temporal scales Schaller & Fan (2009)
  • 10. groundwater & LSMs How important are groundwater-controlled processes: • capillary flow from the water table sustains ET • shallow groundwater exchanges with surface water • regional groundwater discharges to surface waters • submarine discharges and what level of model complexity is required?
  • 11. groundwater & LSMs • groundwater influences soil moisture and, hence, the , , magnitude and spatio- temporal variability of ET (land-atmosphere feedbacks) Kollet and Maxwell (2008) • improved river flow simulations by considering shallow groundwater exchanges
  • 12. basin-scale groundwater discharges • ET in dambos across eastern and southern Africa is sustained over dry seasons y by groundwater Aroca Dambo, northern Uganda
  • 13. LSM calibration & data availability? • absence of global groundwater dataset is a major impediment to improve representation of groundwater processes is LSMs • as th resolution of LSM improves, the omission the l ti f LSMs i th i i of groundwater processes is expected to become more problematic • LSM are, h LSMs however, already overparameterised so l d t i d more sophisticated representations of groundwater require careful consideration
  • 14. GRACE • gravity variations represent fluid mass changes • fluid mass changes represent total (terrestrial) water storage changes after removing atmospheric and oceanic mass d i changes
  • 15. GRACE: total water storage changes ∆TWS = ∆GW + ∆IS + ∆SM + ∆SW • attribution of GRACE signal to specific components of the hydrological system (above) requires independent measures or simulation
  • 16. GRACE vs. observations g good correlations observed between GRACE and observations at regional scale (e.g. Bengal Basin) Shamsudduha et al. (in prep.)
  • 17. GRACE • low resolution of GRACE data f d t (160 000 km2) constrains utility 0.25° x 0.25° grid (reference) of data for sub- regional water g management GRACE resolution
  • 18. GRACE & storage co-efficients • direct comparison between GRACE data (water depth) and groundwater-level observations requires a storage co-efficient q g • few reliable assessments of groundwater storage and Gelhar (1986) subject to scale dependency observed in other hydrogeological parameters (dispersivity) • unconfined aquifer conditions typically assumed
  • 19. • uncertainty in storage co-efficients is non-trivial -0.75km3/year (spatially distributed Sy) -1.36km3/year (assuming Sy = 0.10) groundwater-fed irrigation of Boro rice (Bangladesh)
  • 20. groundwater abstraction – ignored in LSMs Shiklomanov, 2000. Water International.
  • 21. groundwater abstraction & hydrology • hydrological consequences of abstraction not considered in LSMs (reduced baseflow, enhanced recharge) Shamsudduha et al. (in press) Hydrogeol. J.
  • 22. recharge induced by abstraction • challenges notion of “safe yield” based on static recharge
  • 23. Groundwater & climate in East Africa • focus on observational datasets: combined groundwater-rainfall monitoring stations in: Uganda (humid) Tanzania (semi-arid)
  • 24. Projected changes in the intensity of P • fewer low and medium intensity precipitation events fewer, • more, very heavy precipitation events (i.e., “extreme events”) Allen & Ingram, 2002. Nature 419, 224-232. Trenberth et al., 2003. BAMS 84, 1205–1217. Allan & Soden, 2008. Science 321, 1481-1484. surface runoff – Kampala Mileham et al., 2009. HSJ, Vol. 54(4), 727-738.
  • 25. test this hypothesis in East Africa? • historical (~1940s to ~1980s), sub-daily (tipping-bucket) rainfall records are available (in hardcopy) for many stations in East Africa • transcribe and analyse historical dataset and compare with more recent records from revamped, strategic stations?
  • 26. Impact of changing P intensities on groundwater resources p g g g • over 200 protected springs in Kampala • 60% of the low-income population with access to springs use them for all or part of their domestic water needs protected spring in Bwaise (Kampala)
  • 27. Impact of heavy rainfall events on water quality • high-frequency monitoring of spring discharges shows a rapid high frequency deterioration in bacteriological quality following heavy rainfall Taylor et al., 2009. Groundwater & Climate in Africa IAHS Vol. 334
  • 28. Impact on groundwater recharge? • groundwater recharge d t h correlates better to the sum of heavy rainfall events than y the sum of all rain events Owor, Taylor et al., 2009. ERL Vol. 4, 035009. • shift to more frequent, very heavy precipitation events favours recharge in tropics – contrary to suggestions y gg reported in IPCC AR4 for SW Africa and Brazil
  • 30. 55-year groundwater-level record in preparation • episodic recharge (1960, 1962-3, 1968, 1989-90, 1997-98, 2006-7) linked to extreme (ENSO) events
  • 31. variability in African water resources • most variable river discharge in the world McMahon et al., 2007. J. Hydrol. 54, 727-738. projected to increase - more frequent and intense floods & droughts headwater of River Limpopo, NE Botswana Mutarara District, Mozambique, 22 February 2007 • role of basin storage - both natural and constructed?
  • 32. role of land-cover change? • non-intuitive basin responses Population growth (‘Sahelian Paradox’) Descroix et al. (2009) J. Hydrol., Vol. 375, 90-102. Expanded cropping i area Land clearance Reduced and deforestation fallow Soil Nutrient erosion mining i i Alterations to water balance Extreme Stagnant or degradation falling yields of 95m ha Increased use Increased or of marginal decreased Note: arrows signify lands recharge cause/effect linkages
  • 33. groundwater data The major constraint to our understanding of the relationships between groundwater and 1) climate and ) 2) development and to the development d t th d l t of LSMs effectively representing groundwater is… DATA.
  • 34. IGRAC • no coordinated global effort to collate groundwater data!
  • 35. some concluding thoughts 1. groundwater plays an important role not only in the provision of freshwater but also the global climate system 2. 2 despite new advances (e g GRACE) there (e.g. GRACE), remains an urgent need for a global system of archiving hydrogeological data - analogous to g y g g g WMO, GRDC, WGMS
  • 36. 3. critical role of groundwater as a natural basin store in adaptation to climate variability and change i sub-Saharan Af i h in b S h Africa 4. inter-disciplinary collaborations in hydrological sciences required to develop more effective representation of groundwater processes in LSMs f S