Hydro
meteorological Disasters: Floods and flash floods: General characteristics,
causes, nature and frequency of flooding, flood plains, flood hydrographs,
river and coastal floods, lake outburst, cloud burst; Droughts: Causes,
classification – agricultural, hydrological and meteorological droughts;
drought frequency and intensity.
Hydro-Meteorological
Disasters
Flood
Flood is an overflow of water that submerges land
that is usually dry. In the sense of "flowing water", the
word may also be applied to the inflow of the tide. Floods are an area of
study of the discipline hydrology and are of significant concern
in agriculture, civil engineering and public health.
Flooding may occur as an overflow of water from
water bodies, such as a river, lake, or ocean, in which the water
overtops or breaks levees, resulting in some of that water escaping its
usual boundaries, or it may occur due to an accumulation of rainwater on
saturated ground in an areal flood. While the size of a lake or other body of
water will vary with seasonal changes in precipitation and snow melt,
these changes in size are unlikely to be considered significant unless they
flood property or drown domestic animals.
Floods can also occur in rivers when the flow rate
exceeds the capacity of the river channel, particularly at bends
or meandersin the waterway. Floods often cause damage to homes and
businesses if they are in the natural flood plains of rivers. While riverine
flood damage can be eliminated by moving away from rivers and other bodies of
water, people have traditionally lived and worked by rivers because the land is
usually flat and fertile and because rivers provide easy travel and
access to commerce and industry.
Some floods develop slowly, while others such
as flash floods can develop in just a few minutes and without visible
signs of rain. Additionally, floods can be local, impacting a neighborhood or
community, or very large, affecting entire river basins.
Floods are among the most frequent and costly
natural disasters. Conditions that cause floods include heavy or steady rain
for several hours or days that saturates the ground. Flash floods occur
suddenly due to rapidly rising water along a stream or lowlying area. A flood
is an excess of water (or mud) on land that's normally dry and is a situation
wherein the inundation is caused by high flow, or overflow of water in an
established watercourse, such as a river, stream, or drainage ditch; or ponding
of water at or near the point where the rain fell. This is a duration type event.
A flood can strike anywhere without warning, occurs when a large volume of rain
falls within a short time.
Flash Floods: Floods occurring within six hours,
mainly due to heavy rainfall associated with towering cumulus clouds,
thunderstorms, tropical cyclones or during passage of cold weather fronts, or
by dam failure or other river obstruction. This type of flood requires a rapid
localized warning system.
River Floods: Floods caused by precipitation over
a large catchment‟s
area, melting of snow or both. Built up slowly or on a regular basis, these
floods may continue for days or weeks. The major factors of these floods are
moisture, vegetation cover, depth of snow, size of the catchment‟s basin, etc.
Rapid flooding events, including flash floods,
more often occur on smaller rivers, rivers with steep valleys, rivers that flow
for much of their length over impermeable terrain, or normally-dry channels.
The cause may be localized convective precipitation (intense thunderstorms)
or sudden release from an upstream impoundment created behind a dam,
landslide, or glacier. In one instance, a flash flood killed eight people
enjoying the water on a Sunday afternoon at a popular waterfall in a narrow
canyon. Without any observed rainfall, the flow rate increased from about 50 to
1,500 cubic feet per second (1.4 to 42 m3/s) in just one
minute. Two larger floods occurred at the same site within a week, but no
one was at the waterfall on those days. The deadly flood resulted from a
thunderstorm over part of the drainage basin, where steep, bare rock slopes are
common and the thin soil was already saturated.
Flash floods are the most common flood type in
normally-dry channels in arid zones, known as arroyos in the southwest
United States and many other names elsewhere. In that setting, the first flood
water to arrive is depleted as it wets the sandy stream bed. The leading edge
of the flood thus advances more slowly than later and higher flows. As a
result, the rising limb of the hydrograph becomes ever quicker as the
flood moves downstream, until the flow rate is so great that the depletion by
wetting soil becomes insignificant.
Estuarine and coastal
Flooding in estuaries is commonly caused
by a combination of sea tidal surges caused by winds and
low barometric pressure, and they may be exacerbated by high upstream
river flow.
Coastal
areas may be flooded by storm events at sea, resulting in waves over-topping
defenses or in severe cases by tsunami or tropical cyclones. A storm
surge, from either a tropical cyclone or an extratropical
cyclone, falls within this category. Research from the NHC (National Hurricane
Center) explains: "Storm surge is an abnormal rise of water generated by a
storm, over and above the predicted astronomical tides. Storm
surge should not be confused with storm tide, which is defined as the
water level rise due to the combination of storm surge and the astronomical
tide. This rise in water level can cause extreme flooding in coastal areas
particularly when storm surge coincides with normal high tide, resulting in
storm tides reaching up to 20 feet or more in some cases."
Urban flooding
Urban
flooding is the inundation of land or property in a built environment,
particularly in more densely populated areas, caused by rainfall overwhelming
the capacity of drainage systems, such as storm sewers. Although sometimes
triggered by events such as flash flooding or snowmelt, urban flooding is
a condition, characterized by its repetitive and systemic impacts on
communities, that can happen regardless of whether or not affected communities
are located within designated floodplains or near any body of water. Aside
from potential overflow of rivers and lakes, snowmelt, stormwateror water
released from damaged water mains may accumulate on property and in
public rights-of-way, seep through building walls and floors, or backup into buildings
through sewer pipes, toilets and sinks.
In
urban areas, flood effects can be exacerbated by existing paved streets and
roads, which increase the speed of flowing water.
The
flood flow in urbanized areas constitutes a hazard to both the population and
infrastructure. Some recent catastrophes include the inundations
of Nîmes (France) in 1998 and Vaison-la-Romaine(France) in 1992,
the flooding of New Orleans (USA) in 2005, and the flooding
in Rockhampton, Bundaberg, Brisbane during the 2010–2011
summer in Queensland (Australia). Flood flows in urban environments
have been studied relatively recently despite many centuries of flood
events. Some recent research has considered the criteria for safe
evacuation of individuals in flooded areas.
Catastrophic
Catastrophic
riverine flooding is usually associated with major infrastructure failures such
as the collapse of a dam, but they may also be caused by drainage channel
modification from a landslide, earthquake or volcanic eruption.
Examples include outburst floods and lahars. Tsunamis can cause
catastrophic coastal flooding, most commonly resulting from undersea
earthquakes.
Causes
Upslope factors
The amount, location, and timing of water reaching
a drainage channel from natural precipitation and controlled or uncontrolled
reservoir releases determines the flow at downstream locations. Some
precipitation evaporates, some slowly percolates through soil, some may be
temporarily sequestered as snow or ice, and some may produce rapid runoff from
surfaces including rock, pavement, roofs, and saturated or frozen ground. The
fraction of incident precipitation promptly reaching a drainage channel has
been observed from nil for light rain on dry, level ground to as high as 170
percent for warm rain on accumulated snow.
Most
precipitation records are based on a measured depth of water received within a
fixed time interval. Frequency of a precipitation threshold of
interest may be determined from the number of measurements exceeding that
threshold value within the total time period for which observations are
available. Individual data points are converted to intensity by
dividing each measured depth by the period of time between observations. This
intensity will be less than the actual peak intensity if the duration of
the rainfall event was less than the fixed time interval for which measurements
are reported. Convective precipitation events (thunderstorms) tend to produce
shorter duration storm events than orographic precipitation. Duration,
intensity, and frequency of rainfall events are important to flood prediction.
Short duration precipitation is more significant to flooding within small
drainage basins.
The
most important upslope factor in determining flood magnitude is the land area
of the watershed upstream of the area of interest. Rainfall intensity is the
second most important factor for watersheds of less than approximately 30
square miles or 80 square kilometres. The main channel slope is the second most
important factor for larger watersheds. Channel slope and rainfall intensity become
the third most important factors for small and large watersheds, respectively.
Time of Concentration is the time required for
runoff from the most distant point of the upstream drainage area to reach the
point of the drainage channel controlling flooding of the area of interest. The
time of concentration defines the critical duration of peak rainfall for the
area of interest. The critical duration of intense rainfall might be only
a few minutes for roof and parking lot drainage structures, while cumulative
rainfall over several days would be critical for river basins.
Downslope factors
Water
flowing downhill ultimately encounters downstream conditions slowing movement.
The final limitation in coastal flooding lands is often the ocean or
some coastal flooding bars which form natural lakes. In flooding low
lands, elevation changes such as tidal fluctuations are significant
determinants of coastal and estuarine flooding. Less predictable events like
tsunamis and storm surges may also cause elevation changes in large bodies of
water. Elevation of flowing water is controlled by the geometry of the flow
channel and, especially, by depth of channel, speed of flow and amount of
sediments in it Flow channel restrictions like bridges and canyons
tend to control water elevation above the restriction. The actual control point
for any given reach of the drainage may change with changing water elevation,
so a closer point may control for lower water levels until a more distant point
controls at higher water levels.
Effective
flood channel geometry may be changed by growth of vegetation, accumulation of
ice or debris, or construction of bridges, buildings, or levees within the
flood channel.
Coincidence
Extreme
flood events often result from coincidence such as unusually intense, warm
rainfall melting heavy snow pack, producing channel obstructions from floating
ice, and releasing small impoundments like beaverdams. Coincident
events may cause extensive flooding to be more frequent than anticipated
from simplistic statistical prediction models considering only
precipitation runoff flowing within unobstructed drainage channels. Debris
modification of channel geometry is common when heavy flows move uprooted woody
vegetation and flood-damaged structures and vehicles, including boats
and railwayequipment. Recent field measurements during the 2010–11
Queensland floods showed that any criterion solely based upon the flow
velocity, water depth or specific momentum cannot account for the hazards
caused by velocity and water depth fluctuations. These considerations
ignore further the risks associated with large debris entrained by the flow
motion.
Some
researchers have mentioned the storage effect in urban areas with
transportation corridors created by cut and fill. Culverted fills may be
converted to impoundments if the culvertsbecome blocked by debris, and
flow may be diverted along streets. Several studies have looked into the flow
patterns and redistribution in streets during storm events and the implication
on flood modelling.
Effects
Primary effects
The primary effects of flooding include loss
of life and damage to buildings and other structures, including
bridges, sewerage systems, roadways, and canals.
Floods also frequently damage power
transmission and sometimes power generation, which then has knock-on
effects caused by the loss of power. This includes loss of drinking water
treatment and water supply, which may result in loss of drinking water or
severe water contamination. It may also cause the loss of sewage disposal facilities.
Lack of clean water combined with human sewage in the flood waters
raises the risk of waterborne diseases, which can
include typhoid, giardia, cryptosporidium, cholera and
many other diseases depending upon the location of the flood.
Damage
to roads and transport infrastructure may make it difficult to mobilize aid to
those affected or to provide emergency health treatment.
Flood
waters typically inundate farm land, making the land unworkable and preventing
crops from being planted or harvested, which can lead to shortages of food both
for humans and farm animals. Entire harvests for a country can be lost in
extreme flood circumstances. Some tree species may not survive prolonged
flooding of their root systems.
Secondary and long-term effects
Economic hardship due to a temporary decline in
tourism, rebuilding costs, or food shortages leading to price increases is a
common after-effect of severe flooding. The impact on those affected may cause
psychological damage to those affected, in particular where deaths, serious
injuries and loss of property occur.
Urban flooding can cause chronically wet houses,
leading to the growth of indoor mold and resulting in adverse health
effects, particularly respiratory symptoms. Urban flooding also has
significant economic implications for affected neighborhoods. In
the United States, industry experts estimate that wet basements can lower
property values by 10–25 percent and are cited among the top reasons for not
purchasing a home. According to the U.S. Federal Emergency Management
Agency (FEMA), almost 40 percent of small businesses never reopen their
doors following a flooding disaster. In the United
States, insurance is available against flood damage to both homes and
businesses.
Benefits
Floods (in particular more frequent or smaller
floods) can also bring many benefits, such as recharging ground water,
making soil more fertile and increasing nutrients in some
soils. Flood waters provide much needed water resources in arid and semi-arid regions
where precipitation can be very unevenly distributed throughout the year and
kills pests in the farming land. Freshwater floods particularly play an
important role in maintaining ecosystems in river corridors and are a
key factor in maintaining floodplain biodiversity. Flooding can
spread nutrients to lakes and rivers, which can lead to
increased biomass and improved fisheriesfor a few years.
For some fish species, an inundated floodplain may
form a highly suitable location for spawning with few predators and
enhanced levels of nutrients or food. Fish, such as the weather fish,
make use of floods in order to reach new habitats. Bird populations may also
profit from the boost in food production caused by flooding.
Periodic flooding was essential to the well-being
of ancient communities along the Tigris-Euphrates Rivers,
the Nile River, the Indus River, the Ganges and
the Yellow River among others. The viability of hydropower, a
renewable source of energy, is also higher in flood prone regions.
Flood safety
planning
At the most basic level, the best defense against
floods is to seek higher ground for high-value uses while balancing the
foreseeable risks with the benefits of occupying flood hazard zones. Critical
community-safety facilities, such as hospitals, emergency-operations centers,
and police, fire, and rescue services, should be built in areas least
at risk of flooding. Structures, such as bridges, that must unavoidably be in
flood hazard areas should be designed to withstand flooding. Areas most at risk
for flooding could be put to valuable uses that could be abandoned temporarily
as people retreat to safer areas when a flood is imminent.
Planning for flood safety involves many aspects of
analysis and engineering, including:
·
observation of previous and present flood heights
and inundated areas,
·
statistical, hydrologic, and hydraulic model
analyses,
·
mapping inundated areas and flood heights for
future flood scenarios,
·
long-term land use planningand regulation,
·
engineering design and construction of
structures to control or withstand flooding,
·
intermediate-term monitoring, forecasting, and
emergency-response planning, and
·
short-term monitoring, warning, and response
operations.
Each topic presents distinct yet related questions
with varying scope and scale in time, space, and the people involved. Attempts
to understand and manage the mechanisms at work in floodplains have been made
for at least six millennia.
In the United States, the Association of State
Floodplain Managers works to promote education, policies, and activities that
mitigate current and future losses, costs, and human suffering caused by
flooding and to protect the natural and beneficial functions of floodplains –
all without causing adverse impacts. A portfolio of best
practice examples for disaster mitigation in the United States
is available from the Federal Emergency Management Agency.
Control
In many countries around the world, waterways prone
to floods are often carefully managed. Defenses such as detention
basins, levees, bunds, reservoirs, and weirs are used
to prevent waterways from overflowing their banks. When these defenses fail,
emergency measures such as sandbags or portable inflatable tubes are
often used to try to stem flooding. Coastal flooding has been addressed in
portions of Europe and the Americas with coastal defenses, such
as sea walls, beach nourishment, and barrier islands.
In the riparian zone near rivers and
streams, erosion controlmeasures can be taken to try to slow down or
reverse the natural forces that cause many waterways to meander over long
periods of time. Flood controls, such as dams, can be built and maintained over
time to try to reduce the occurrence and severity of floods as well. In the
United States, the U.S. Army Corps of Engineersmaintains a network of such
flood control dams.
In areas prone to urban flooding, one solution is
the repair and expansion of man-made sewer systems and stormwater
infrastructure. Another strategy is to reduce impervious surfaces in streets,
parking lots and buildings through natural drainage channels, porous
paving, and wetlands (collectively known as green
infrastructure or sustainable urban drainage systems (SUDS)).
Areas identified as flood-prone can be converted into parks and playgrounds
that can tolerate occasional flooding. Ordinances can be adopted to require
developers to retain stormwater on site and require buildings to be elevated,
protected by floodwallsand levees, or designed to withstand temporary
inundation. Property owners can also invest in solutions themselves, such as
re-landscaping their property to take the flow of water away from their
building and installing rain barrels, sump pumps, and check
valves
Flood
hydrographs are
graphs that show how a drainage basin responds to a period of rainfall.
They are used to plan for flood situations and
times of drought. They show the river
discharge that occurs as a result of precipitation from an earlier storm.
Key terms
on the hydrograph, illustrated below, are:
- Peak rainfall –
time of the highest rainfall level.
- Peak discharge –
time of the highest river channel level.
- Lag time – difference in time
between the peak rainfall and peak discharge.
- Rising limb – the increase in
river discharge.
- Falling limb – the fall in river
discharge.
- Base
flow –
normal river level.

Lake out burst
Glacial lake outburst flood(GLOF)
is a type of outburst floodthat occurs when the dam containing a
glacial lake fails. An event similar to a GLOF, where a body of water
contained by a glacier melts or overflows the glacier, is called
a Jökulhlaup. The dam can consist of glacier ice or a terminal
moraine. Failure can happen due to erosion, a buildup of water
pressure, an avalanche of rock or heavy snow, an earthquake or cryoseism,
volcanic eruptions under the ice, or if a large enough portion of a
glacier breaks off and massively displaces the waters in a glacial lake at its
base.
.
A cloudburst is
an extreme amount of precipitation in a short period of
time, sometimes accompanied by hail and thunder, which is
capable of creating flood conditions. A cloudburst can suddenly dump large
amounts of water e.g. 25 mm of precipitation corresponds to 25,000 metric
tons/km2 (1 inch corresponds to 72,300 short tons over one
square mile). However, cloudbursts are infrequent as they occur only
via orographic lift or occasionally when a warm air parcel mixes with
cooler air, resulting in sudden condensation. At times, a large amount of
runoff from higher elevations is mistakenly conflated with a cloudburst. The
term "cloudburst" arose from the notion that clouds were akin to
water balloons and could burst, resulting in rapid precipitation. Though this
idea has since been disproven, the term remains in use.
Rainfall rate equal to or greater than 100
millimetres (3.9 in) per hour is a cloudburst. However, different
definitions are used, e.g. the Swedish weather service SMHI defines the corresponding
Swedish term "skyfall" as 1 mm/min for short bursts and
50 mm/h for longer rainfalls. The associated
convective cloud can extend up to a height of 15 kilometres
(9.3 mi) above the ground.
During a cloudburst, more than 20 millimetres
(0.79 in) of rain may fall in a few minutes. The results of cloudbursts
can be disastrous. Cloudbursts are also responsible for flash
flood creation.
Rapid precipitation
from cumulonimbus clouds is possible due to the Langmuir
precipitation process in which large droplets can grow rapidly by
coagulating with smaller droplets which fall down slowly. It is not essential
that cloudbursts occur only when a cloud clashes with a solid body like a
mountain. They can also occur when hot water vapor mingles into the cold resulting
in sudden condensation.
In the
Indian subcontinent, a cloudburst usually occurs when
a monsoon cloud drifts northwards, from the Bay of
Bengal or Arabian Sea across the plains, then onto
the Himalayas and bursts, bringing rainfall as high as 75 millimetres
per hour
floodplain or flood plain is an area
of land adjacent to a streamor river which stretches from the
banks of its channel to the base of the enclosing valley walls, and which
experiences flooding during periods of high discharge. The soils
usually consist of levees, silts, and sands deposited during floods. Levees are
the heaviest materials (usually pebble-size) and they are deposited first;
silts and sands are finer materials.
Historically,
many towns have been built on floodplains, where they are highly susceptible to
flooding, for a number of reasons:
·
access to fresh water;
·
the fertility of floodplain land for farming;
·
cheap transportation, via rivers and railroads,
which often followed rivers;
·
ease of development of flat land
Excluding famines and epidemics,
some of the worst natural disasters in history (measured by fatalities) have
been river floods, particularly in the Yellow River in China –
see list of deadliest floods. The worst of these, and the worst
natural disaster (excluding famine and epidemics) were the 1931 China
floods, estimated to have killed millions. This had been preceded by
the 1887 Yellow River flood, which killed around one million people, and
is the second-worst natural disaster in history.
The extent of floodplain inundation depends in part
on the flood magnitude, defined by the return period.
In the United States the Federal Emergency
Management Agency (FEMA) manages the National Flood Insurance
Program (NFIP). The NFIP offers insurance to properties located within a
flood prone area, as defined by the Flood Insurance Rate Map(FIRM), which
depicts various flood risks for a community. The FIRM typically focuses on
delineation of the 100-year flood inundation area, also known within the NFIP
as the Special Flood Hazard Area.
Where a detailed study of a waterway has been done,
the 100-year floodplain will also include the floodway, the critical portion of
the floodplain which includes the stream channel and any adjacent
areas that must be kept free of encroachments that might block flood flows or
restrict storage of flood waters. Another commonly encountered term is the
Special Flood Hazard Area, which is any area subject to inundation by the
100-year flood. A problem is that any alteration of the watershed upstream
of the point in question can potentially affect the ability of the watershed to
handle water, and thus potentially affects the levels of the periodic floods. A
large shopping center and parking lot, for example, may raise the levels of the
5-year, 100-year, and other floods, but the maps are rarely adjusted, and are
frequently rendered obsolete by subsequent development.
In order for flood-prone property to qualify for
government-subsidized insurance, a local community must adopt an ordinance that
protects the floodway and requires that new residential structures built in
Special Flood Hazard Areas be elevated to at least the level of the 100-year
flood. Commercial structures can be elevated or flood proofed to or above this
level. In some areas without detailed study information, structures may be
required to be elevated to at least two feet above the surrounding
grade. Many State and local governments have, in addition, adopted
floodplain construction regulations which are more restrictive than those
mandated by the NFIP. The US government also sponsors flood hazard mitigation
efforts to reduce flood impacts. California's Hazard Mitigation Program is
one funding source for mitigation projects. A number of whole towns such
as English, Indiana, have been completely relocated to remove them from
the floodplain. Other smaller-scale mitigation efforts include acquiring and
demolishing flood-prone buildings or flood-proofing them.
In some tropical floodplain areas such as
the Inner Niger Delta of Mali, annual flooding events are a
natural part of the local ecology and rural economy, allowing for the raising
of crops through recessional agriculture. However, in Bangladesh,
which occupies the Ganges Delta, the advantages provided by the richness
of the alluvial soil of floodplains are severely offset by frequent floods
brought on by cyclones and annual monsoon rains, which
cause severe economic disruption and loss of human life in the
densely-populated region.
Droughts
Climate change
will increase drought intensity, frequency in the Caribbean climate
change will increase the intensity and frequency of droughts in the
Caribbean region, seriously undermining efforts to scale up food security to
eradicate hunger.
According
to a new Food and Agriculture Organization (FAO) report, the region
experiences drought-like events every year, marked by low water availability
which affects agriculture.
The
report points out that the Caribbean accounts for seven of the world’s top
36 water-stressed countries. Barbados features in the top 10. The FAO
defines Barbados, Antigua and Barbuda and St. Kitts and Nevis as water-scarce
with less than 1,000 m3 freshwater resources per capita.
“Drought
ranks as the single most common cause of severe food shortages in developing
countries, so this is a key issue for Caribbean food security,” Deep Ford, the
regional coordinator for the FAO in the Caribbean, said.
Another
problem in the Caribbean is that it faces alternate wet and dry seasons. The
region experiences intense dry seasons, particularly in years with El Niño
events. The impacts are usually offset by the next wet season, but wet seasons
often end early and dry seasons last longer.
Agriculture and food security
The
predominant practice of rainfed agriculture means that the region is vulnerable
to variable and unpredictable rainfall, the report says.
Agriculture is the most likely
sector to be impacted, with serious economic and social consequences. With
irrigation use becoming more widespread in the Caribbean, countries’
fresh-water supply will become increasingly important, the report says.
Drought can
affect the agriculture sector in several ways: by reducing crop yields and
productivity and by causing premature death of livestock and poultry. Even a
dry spell of 7-10 days can result in reduction of yields.
Farmers, particularly
small-scale farmers, are vulnerable to drought as their livelihoods are
threatened by low rainfall where crops are rainfed and by low water levels.
Livestock
grazing areas change in nutritional value, as more low-quality and
drought-tolerant species dominate during extensive droughts, causing the
vulnerability of livestock to increase, the report adds.
Climate change
Frequent
natural hazards occurring in the Caribbean are climate driven. The region’s
vulnerability to climate-related hazards is manifested in loss of life as well
as annual economic and financial losses that result from strong winds, floods
and more particularly drought.
Two of
the most severe Caribbean droughts in terms of intensity, geographical extent
and economic impact on agriculture occurred in 1997-1998 and 2009-2010.
Between
1970 and 2000, the Caribbean suffered direct and indirect losses estimated
between US $ 700 million and US $ 3.3 billion due to natural disasters
associated with weather and climate events.
So far,
the Caribbean has focused mainly on floods and storms. Currently, it lacks
effective governance, capacity and finance to deal with drought.
The
region has poor national coordination, policy-making, and planning in place.
While many regional and national programmes have initiated responses to build
resilience against drought impacts; too many of these are still in the draft
stage, poorly implemented, or in need of review.
The
severity of the 2009-2010 drought sounded the alarm bell in the region. The
worst events in over 40 years led to significant water shortages across the
region and resulted in huge losses from key economic sectors.
Severe
recent droughts have shown the significant impacts such events can have on
agriculture, water resources and ecosystem services.
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