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Observations and Thoughts on Water Resources Research
Ximing CaiVen Te Chow Hydrosystems Laboratory
Department of Civil and Environmental EngineeringUniversity of Illinois at Urbana-Champaign
Outline
• Pressing challenges in hydrology
• Stronger scientific support needed for water
resources management
• Recent shifts in hydrologic studies
• Outlook to future research
2
Chronology of Water Governance Concerns
in the US
• Navigation 1787-1830s
• Land development
(Swamplands) 1850-1900
• Irrigation 1902-1940
• Drinking water 1912-1960
• Power generation 1920-1960
• Flood control 1930-1965
• Recreation 1945-1960
• Water pollution 1948-1980
• Ecosystem restoration 1980-1990
• Sustainability 1990-2000s
3(Courtesy to Prof. Peter Roger, Harvard Univ.)
Trajectory of Hydrologic Studies
• Geographical hydrology
A branch of earth science on water cycle & water balance
• Engineering Hydrology
Also called water resources engineering, a civil
engineering specialty concerned with the flow and storage
of water
• Environmental Hydrology
A unified approach to the role of hydrology in
environmental planning and management
• Eco-hydrology
An interdisciplinary field studying the interactions between
water and ecosystems
• The next is to support sustainable water
resources management !? 4
Trajectory of Hydrologic Studies
What is next? • Socio-hydrology? A science for water and
people!? (Sivapalan et al., Hydrol. Process. 2011)
Humans have changed the way the world works. Now they have to
change the way they think about it, too. The Economist, May 26,
2011
• Hydromorphology ? Identifying human footprint
in hydrologic processes (Vogel, J. of Wat. Resour.
Plan. and Mgmt, 2012)
5
Hydrology: The Interdisciplinary Science
of Water
• Adequate understanding of hydrologic systems
for water resources management requires
consideration of the coupled human/
hydrologic system
• Human and physical processes will be joint
predictor of hydrologic response
(Vogel, Lall, Cai, et al. 2015, WRR)
Pressing Challenges
7
• Weak representation of the human dimension
in hydrologic systems
• Disciplined studies on the human dimension
and the nature dimension without a
systematic handling of the interaction and
feedback between the two
From the STANFORD MODEL TO BASINS:
Distributed watershed hydrologic modeling
• HSPF Release 5.0 (1980),
12.0 (2001) …
• The Hydrologic Modeling
System (HEC-HMS)
• Soil and water Assessment
Tool (SWAT, 2003-2012)
• Storm Water Management
Model (SWMM, starting
form 1971) for Urban
Watershed Management
• MIKE-SHE
• More …
8
• Human input data errors are usually biased,
unknown or not fully known, which can be
converted into model parametrization and
prediction (Hejazi, et al., 2008, J. Hydroinformatics;
Wang and Cai, 2009, AWR)
• Nonlinear responses to human inputs (Thomas et
al. 2013, WRR; Wang and Cai, 2009, WRR)
• Empirical hydrologic relations are violated by
human interferences (Wang and Cai, 2009, AWR)
Why do we need to care about human
interferences in hydrologic modeling
9
In the RRB, long term average P≠Q+ET
In dry years, ET >P; in wet years, ET<P but Q remains low
Frenchman, Republican River Basin
0
200
400
600
800
1000
1200
1400
1983 1987 1991 1995 1999 2003 Year
PET
/P
/ET
/P
um
pin
g/R
un
off
(m
m)
PET Precip UM_ET Pumping Runoff 12
Aquifer storage change in the RRB: storage depletion
over years
P=Q+ET + S multiple year average S ≠ 0
13
Aquifer storage change in the RRB: Altered
seasonal patterns
Pre-development: Summer recharge and winter discharge After-development: Almost opposite direction and the recharge-discharge balance does not maintain
(Zeng and Cai, 2013, HESS)
-140
-120
-100
-80
-60
-40
-20
0
20
40
60
Jan Mar May Jul Sep Nov
Wat
er
De
pth
[m
m]
Pre1950s(RRCA)
-140
-120
-100
-80
-60
-40
-20
0
20
40
60
Jan Mar May Jul Sep Nov
Wat
er
De
pth
[m
m]
Pre1950s(RRCA)
1951-1960
-140
-120
-100
-80
-60
-40
-20
0
20
40
60
Jan Mar May Jul Sep Nov
Wat
er
De
pth
[m
m]
Pre1950s(RRCA)
1951-1960
1961-1970
-140
-120
-100
-80
-60
-40
-20
0
20
40
60
Jan Mar May Jul Sep Nov
Wat
er
De
pth
[m
m]
Pre1950s(RRCA)
1951-1960
1961-1970
1971-1980
-140
-120
-100
-80
-60
-40
-20
0
20
40
60
Jan Mar May Jul Sep Nov
Wat
er
De
pth
[m
m]
Pre1950s(RRCA)
1951-1960
1961-1970
1971-1980
1981-1994
14
–dQ/dt ~ Q and the recession slope curve for Salt Creek during
the summer of four time periods
10-1
100
10-3
10-2
10-1
100
Q [mm/d]
-dQ
/dt
[mm
/d2]
Summer, 1946-1953, Salt Creek
10-1
100
10-3
10-2
10-1
100
Q [mm/d]
-dQ
/dt
[mm
/d2]
Summer, 1954-1965, Salt Creek
10-1
100
10-3
10-2
10-1
100
Q [mm/d]
-dQ
/dt
[mm
/d2]
Summer, 1966-1985, Salt Creek
10-1
100
10-3
10-2
10-1
100
Q [mm/d]
-dQ
/dt
[mm
/d2]
Summer, 1986-2005, Salt Creek
1946-1953 1954-1965
1966-1985 1986-2005
(Wang and Cai, 2009, AWR)
15
Inter-year variability of ET depends on land uses
y = 0.2931x + 0.2411
R2 = 0.9444 y = 0.2326x + 0.2762
R2 = 0.9054
y = 0.1495x + 0.193
R2 = 0.8186
0.00
0.25
0.50
0.75
1.00
1.25
1.50
1.75
0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0
PET/P
ET
/P
22.5% Frenchman, RRB10.4% Upper RRB 1.7% Upper PecosWater-energy limit22.5% Frenchman, RRB10.4% Upper RRB 1.7% Upper Pecos
(Chen et al., 2011, 2012, WRR)
The percentage represents the fraction of irrigation land coverage
16
Outline
• Pressing challenges in hydrology
• Stronger scientific support needed for water
resources management
• Recent shifts in hydrologic studies
• Outlook to future research
17
Achievements of the Harvard Water Program
The Harvard Water Program (initialized in late 1950s)
• Interdisciplinary studies: especially hydrology and
economics
• Computer simulations, synthetic hydrology, streamflow
synthesis and system operation
• Systems analysis and operations research: multi-
objective optimization
• Wide applications to water resources system design
The landmark text by Maass et al. (1962):
Maass, Arthur, Maynard M. Hufschmidt, Robert Dorfman, Harold A. Thomas, Jr., Stephen A.
Marglin, and Gordon Maskew Fair. Design of Water-Resource Systems. Cambridge: Harvard
University Press, 1962.18
Criticisms on the Harvard Water Program
‘‘The question is whether one would rather be right or be
President. As a scientist, I would rather be right; but as an
engineer concerned with water-resource planning, I would
rather be President’’ Fiering (1997)
“…Harvard colleagues spent less time looking for the
exact ‘‘right model’’ and more time trying to provide
reasonable answers to both political and economic
questions” (Reuss, 2003)
It is the time to resurrect the Harvard Water
Program with a larger focus on science (Reuss, 2003)19
Gaps in knowledge & scientific research needs
• The long term socioeconomic effects of water investments
and policy choices
• The behavioral economics and political science of how water
is actually allocated in practice
• Prediction and valuation of ecological responses to alternative
water use, flow and investment regimes
• •Feedback effects of water use on local hydrology and
hydrometeorology
• Simulating/predicting observed water system operations
• • Predicting the evolution of water demand
The Future of Water Resources Systems Analysis: Toward a scientific framework for sustainable water
management, Brown C., J. Lund, X. Cai, P. Reed, E. Zagona, A. Ostfeld, J. Hall, G. Characklis, Wi. Yu, L.
Brekke, WRR.
A stronger scientific approach is needed:
• Evidence of the scientific validities of the models used
• Scientific explanation of the status of water resources
systems, and
• The basis for predicting the effects of future
exogenous factors and policy choices
What is needed to be “right”
Outline
• Pressing challenges
• Better scientific support needed for water
resources management
• Recent shifts in hydrologic studies
• Outlook to future research
22
The focus of hydrologic studies is shifting
• from local to global spatial scales
• from short to longer time scales
• from single hydrologic processes to an integrated analysis of the water cycle with increasing interdisciplinary connections
• from the focus on physical systems to coupled nature-human systems
(Montanari et al., Legacy and Perspectives for the Science of Hydrology, WRR, 2015)
Frequent used words in WRR papers
(Rajaram et al., A Reflection on the First 50 Years of Water Resources Research, WRR 2015)25
CategoriesNo. of Papers
The legacy of hydrological
sciences 8Water
processes interpretation and modeling 23
Water Resources, society and
Water Threats 22
Papers accepted for WRR 50th Anniversary Special Issue
26
Outline
• Pressing challenges
• Better scientific support requirement from
water resources management
• Recent shifts in hydrologic studies
• Outlook to future research
27
Use-inspired science
Use-inspired science (Stokes, 1997):
o addressing urgent sustainability problems
by integrating existing scientific theories
& methods (e.g., integrated assessment,
DOE)
o creating new knowledge and
understanding of emergent system
dynamics (complex systems)
28
The growth of coupled human-nature system (CHNS) and the co-evolution of the two systems
(Source: Loucks and Van Beek, 2005)
29
• Inflows = Outflowsbut some inflows and outflows are affected by human activities
• Energy balanceConsiderable energy is imposed to the system by humans
• System dynamics: driving forces of energy and water flow marginal value of water?
Developing Principles for CHNSConnectedness between hydrologic and social systems are required for
understanding the interactions, feedbacks and the system dynamics
• System equilibrium: co-evolutionof coupled social and bio-physical changes driven by mutual causal interactions and feedbacks
30
Ecologists measure the resilience of the system as the amount
of disturbance required to push the system from one basin of
attraction to another (bottom diagram)
Resilience of a CNHS
(After Liu et al. (2007), Ambio.)
Water quality
31
Research issues under changing conditions
• Natural vs. human needs
• Simple vs. complex systems, e.g. food, energy and water
nexus (FEW, system of systems)
• Local vs. basin: spatial variability of impacts
• Temporal development of impacts: short vs. long term
(e.g., creeping environmental impacts)
• Stationary vs. non-stationary: Managing mean vs.
managing variability: Adaptive management, e.g.,
alternative wetness and dryness
• Water allocation vs. water reallocation
What is the role of hydrology?
Water reallocation shows great promise
as an adaptive water management tool
Water reallocation• is needed when the
existing allocation is physically infeasible
economically inefficient
socially unacceptable
• calls for integrated
supply & demand
management33
Initial stageDevelopment
stage
Depletion stage
Reallocation
Research opportunities for modeling CHNS
• Assessing water resources development and water use behavior and its
change due to environmental change
• Quantifying hydrologic response to human interferences especially the
nonlinearity of the response, crossing spatial scales and over time
periods
• Conducting experiments of integrated models with inference engines of
the co-evolution of H and N systems (e.g., coupling agent-based models
with environmental models; data-driven models)
• Establishing theoretical/empirical connectedness in the boundary of H
and N systems
• Addressing the interactions between natural uncertainty and bounded
rationality of human behaviors in risk-based decisions
• Supporting institutional reforms by scientific evidence & rationale
Big Data with sensors and other facilities, innovative observatory
programs, computing power, and cyber-infrastructure (e.g., global
data access) provide great opportunities34
Next generation of watershed models
Scientifically
sound
∩
Institutionally
realistic(Distributed
decision
modeling)
∩Computationally
tractable
(Distributed
hydrologic
modeling)
35
Tools that can be used to address sustainability
issues and explore scientific understanding