Rapid industrialization
has put citizens and
ecosystems at risk.
THORJØRN L ARSSEN
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ACID RAIN in
China
THORJØRN L A RSSEN
NORWEGI A N INSTITUTE FOR WATER
RESE ARCH A ND UNIV ERSIT Y OF OSLO
ESPEN LY DERSEN
NORWEGI A N INSTITUTE FOR WATER
RESE ARCH
DAGA NG TA NG
Y I HE
JI X I GAO
H A IY ING LIU
CHINESE RESE ARCH ACA DEMY OF
EN V IRONMENTA L SCIENCES
LEI DUA N
TSINGHUA UNIV ERSIT Y
(CHINA)
H A NS M. SEIP
ROLF D. VOGT
UNIV ERSIT Y OF OSLO
JA N MULDER
NORWEGI A N UNIV ERSIT Y OF LIFE SCIENCES
MIN SH AO
PEK ING UNIV ERSIT Y (CHINA)
YA NHUI WA NG
HE SH A NG
CHINESE ACA DEMY OF FORESTRY
X I AOSH A N ZH A NG
RESE ARCH CENTER FOR ECOEN V IRONMENTAL SCIENCES (CHINA)
418 n ENVIRONMENTAL SCIENCE & TECHNOLOGY / JANUARY 15, 2006
SV EIN SOLBERG
NORWEGI A N FOREST RESE ARCH INSTITUTE
W ENCHE A AS
NORWEGI A N INSTITUTE FOR AIR RESE ARCH
TONJE ØKL A ND
ODD EILERTSEN
NORWEGI A N INSTITUTE OF L A ND
IN V ENTORY
VA LTER A NGELL
NORWEGI A N INSTITUTE OF INTERNATIONAL
A FFAIRS
QUA NRU LIU
BEIJING NORM A L UNIV ERSIT Y
DAW EI ZH AO
CHONGQING INSTITUTE OF
EN V IRONMENTAL SCIENCE A ND
MONITORING (CHINA)
RENJUN X I A NG
HUNA N RESE ARCH INSTITUTE OF
EN V IRONMENTA L PROTECTION SCIENCE
(CHINA)
JINSHONG X I AO
GUIZHOU RESE ARCH INSTITUTE OF
EN V IRONMENTA L PROTECTION SCIENCE
(CHINA)
JI A H A I LUO
GUA NGZHOU RESE ARCH INSTITUTE OF
EN V IRONMENTA L PROTECTION (CHINA)
© 2006 American Chemical Society
cid rain emerged as an important environmental problem in China in
the late 1970s. Many years of record economic growth have been accompanied by increased energy demand, greater coal combustion, and
larger emissions of pollutants. As a result of significant emissions and
subsequent deposition of sulfur, widespread acid rain is observed in southern and
southwestern China. In fact, the deposition of sulfur is in some places higher than
what was reported from the “black triangle” in central Europe in the early 1980s.
In addition, nitrogen is emitted from agriculture, power production, and a rapidly
increasing number of cars. As a result, considerable deposition of pollutants occurs in forested areas previously thought to be pristine.
Little is known about the effects of acid deposition on terrestrial and aquatic
ecosystems in China. In this article, we present the current situation and what to
expect in the future, largely on the basis of results from a five-year Chinese–Norwegian cooperative project. In the years ahead, new environmental challenges
must be expected if proper countermeasures are not put into place.
A
Acid rain, acidification, and their environmental
consequences
Acid deposition is formed from SO2 and NOx emitted to the atmosphere, largely because of fossil-fuel
combustion. The most important sources are energy production, especially coal- and oil-fired power
plants, and transportation sources, such as vehicles
and ships. The air pollutants are transformed in the
atmosphere to H2SO4 and HNO3, transported across
distances potentially as far as hundreds of kilometers, and deposited as precipitation (wet deposition)
and as gas and particles (dry deposition).
Alkaline dust and NH3 are other important components. These compounds act to neutralize the acids. The main source of NH3 to the atmosphere is
agriculture. Although NH3 neutralizes acidity in precipitation, the resulting NH+4 contributes to acidification of soil and surface water through chemical
processes in the soil. Alkaline dust in the atmosphere
can, for instance, be particles of limestone (CaCO3)
or CaO. The sources of alkaline dust are many; some
are natural (e.g., windblown dust from deserts) and
some anthropogenic (e.g., industrial and construction activities). Such alkaline dust can neutralize
much of the acidity from the SO2 by forming neutral
CaSO4, instead of H2SO4, in the atmosphere.
Acid rain has been a well-known environmental
problem for decades and can lead to acidification
of surface waters and soils. Surface-water acidification has caused widespread loss of fish populations, especially in Scandinavia but also in the U.S.,
Canada, and the U.K. Severe forest dieback caused
by direct SO2 damage has been noticed repeatedly
in the vicinity of emission sources over the centuries. In the 1980s, forest decline was observed to be
widespread and far from emission sources in central
Europe. Although other stress factors were present,
the forest losses created concern over the effects of
soil acidification, which was hypothesized to damage trees through mechanisms involving aluminum
toxicity and nutrient deficiency.
Acid rain in China
In China, concern about the possible effects of acid
rain emerged later than in Europe and North America. The first reports in the international literature
regarding acid rain in China appeared in the 1980s
(1, 2).
A major cause of acid rain in China is the extensive use of coal, which in 2004 accounted for 69% of
the energy production (3). Oil generated 23% (Figure
1a). Consumption of coal
and oil and subsequent
emissions of SO2 have inA major cause of
creased rapidly since the
1970s (Figure 1b). After
acid rain in China is
a couple of years of apparently decreasing SO2
the extensive use
emissions, the rate of increase is currently faster
of coal, which in
than ever. The recent annual growth in the coal
2004 accounted for
consumption has been
~20% (4). The national
69% of the energy
average content of sulfur in the coal is 1.1%,
production.
but in some heavily industrialized areas in the
southwest, the sulfur content can be as high as 4%.
Oil is also a substantial source of sulfur to the atmosphere. The total emissions of SO2 to the atmosphere in China were ~22 million metric tons (t) in
2003 (4). This is more than the total anthropogenic
European emissions of 17 million t in 2002 (excludJANUARY 15, 2006 / ENVIRONMENTAL SCIENCE & TECHNOLOGY n 419
ing ships; 5) and 2× the U.S. emissions of 10 million
t in 2002 (6).
The extensive coal combustion also results in considerable emissions of NOx to the atmosphere. In addition, the number of motor vehicles has increased
dramatically in recent years, from 6.2 million in 1990
to 36.0 million in 2003 (7); a continued rapid increase
is expected. NOx emissions in 2003 were estimated at
12 million t (counted as NO2; 8), which is just more
than half of the total U.S. emissions (9) and ~2× the
total European emissions (5).
occur in most parts of the country (except in the
huge mountain and desert areas in the western and
northwestern regions), acid deposition is mainly a
problem in southern and southwestern China. In
northern China, alkaline dust from the desert areas largely neutralizes the acids in the deposition.
In southern China, however, the influence of the
desert dust is much less (14). On the other hand,
alkaline dust from coal combustion, cement production, and construction activities is important
in this region.
Monitoring is needed!
FIGURE 1
25
Experience in Europe and North America has clearly
shown that monitoring air pollution and its effects
is necessary to document distribution and trends, to
check whether measures are working as anticipated,
and to provide the basis for testing and calibrating
models. As the acid rain problem in China has developed, it has become increasingly clear that appropriate environmental monitoring is necessary.
In China, national monitoring programs generally focus on urban air quality and precipitation
pH. Little other information exists in China or in
other countries with similar subtropical and monsoonal climate conditions and ecosystems. In order
to supplement the existing monitoring and gather
new information on Chinese systems, a set of integrated monitoring sites was established through
a Chinese–Norwegian cooperative project, the Integrated Monitoring Program on Acidification of
Chinese Terrestrial Systems (IMPACTS; 15). Air pollution; precipitation composition; and soil, water,
and vegetative effects are being intensively studied
at five forested sites (Figure 2).
20
High emissions produce high deposition
(a) Primary Chinese energy sources in
2003 and (b) the historical growth of
SO2 emissions
Data in (b) for 1990–2003 from Ref. 4; estimates for
before 1990 from Ref. 11.
(a)
Hydroelectric
5%
Nuclear
1%
Oil
23%
Natural gas
3%
Coal
68%
(b)
SO2 (million tons)
30
15
10
5
0
1900
1920
1940
1960
1980
2000
The five monitoring sites represent acid-sensitive
forested ecosystems in southern and southwestern
China that are considered to be exposed to acid deposition. The annual sulfur deposition at the sites
ranges from ~2 to 16 g-S/m 2 (Figure 3a), which is in
the same range as, or higher than, that seen within
most of central Europe in ~1980, when acid depo-
Year
However, China’s ammonia emissions are still
>3× larger than its NOx emissions, because agricultural activities are widespread and intensive (10).
Many Chinese cities have high concentrations of
particulates and SO2 in the air. However, local air
quality has improved substantially in recent years
because of measures such as restrictions on the
use of coal-fired household stoves, the termination
or relocation of heavily polluting industries in urban areas to the countryside, and the installation
of scrubbers on coal-fired boilers. These measures
have reduced air pollution and lessened health effects considerably, although there still is a long way
to go (Figure 1b).
The effects of air pollution on the natural environment may have a different geographical distribution than the impacts on human health. Although
considerable emissions of acidifying compounds
420 n ENVIRONMENTAL SCIENCE & TECHNOLOGY / JANUARY 15, 2006
The number of motor vehicles
[in China] has increased
dramatically in recent years,
from 6.2 million in 1990
to 36.0 million in 2003.
sition was at its peak. The highest deposition was
observed at the Tie Shan Ping (TSP) monitoring site
(Figure 2) in a forest reserve outside Chongqing, one
of the most heavily polluted areas of China. The lowest deposition was at the Lei Gong Shan (LGS) mountain reserve site in the Guizhou province, which is
quite remote and is not near any large local emission sources.
Dry deposition is genFIGURE 2
erally high in China. The
data from the integrated
Map of China showing isolines for precipitation pH, area of the official
monitoring sites reportacid-rain control zone, and the five IMPACTS sites
ed here are for estimated
total deposition, in which
The acid-rain control zone is highlighted in orange. At the IMPACTS sites, which are marked on the
dry and wet deposition
map with a three-letter acronym, air quality and acid deposition are monitored, as well as their efare integrated via the
fects on soil, soil water, forest vitality, and biodiversity of ground vegetation. The five IMPACTS
collection of throughfall
sites are Cai Jia Tang (CJT), Liu Chong Guan (LCG), Lei Gong Shan (LGS), Liu Xi He (LXH), and Tie
under the tree canopies.
Shan Ping (TSP). TSP and LCG are located near big cities, whereas CJT, LXH, and LGS are more
Dry deposition at these
regionally representative. LGS is a rural reference site, probably the only rural site in China with
sites is typically ≥50% of
such a complete measurement program. The pH isolines are redrawn from a map from the China
the total deposition flux.
Meteorological Administration, based on data from 86 monitoring stations (12 ). The precision and
Wet or bulk deposition
accuracy of the isolines may be low because of the large-scale map and limited sets of data from
values thus greatly undifferent types of stations. The overlapping acid-rain control zone and its connection with the acid
derestimate total depodeposition areas is clearly illustrated. The acid-rain control zone is redrawn from Ref. 13.
sition. Most monitoring
currently carried out in
China measures only
bulk deposition. The use
of throughfall as total deposition may be problematic because of leaching
from the tree canopies.
However, at high deposition fluxes, the contribution from the canopies is
less important.
The total nitrogen deposition at the 5 sites rangBeijing
es from 0.6 to 4.4 g-N/m2 in
2003 (Figure 3b), which is
in the same range as that
observed in Europe and
North America, although
Shanghai
TSP
somewhat lower than the
highest level measured in
CJT
LCG LGS
Europe (in The NetherPrecipitation pH isolines
lands) during the 1980s.
< 5.6
LXH
Deposition of NH4+ is typ< 5.0
Hong Kong
ically 2× the amount of
< 4.5
NO3– deposition; this re< 4.0
flects the importance of
NH4+ emissions from agricultural sources for the
total nitrogen load.
The considerable deposition of NH4+, with its po- dust levels are not high enough to neutralize all the
tential to contribute to acidification, implies that sulfuric and nitric acids. For instance, at the highpH alone is not a good indicator of acid rain. This deposition TSP site, the SO42– concentration in the
needs to be taken into account when the target area deposition is so high that the annual average pH of
for acid-rain control is chosen. Because NH4+ and deposition would have been ~3 without the calcium
NO3– are also important in terms of eutrophication and other base cations.
of terrestrial and aquatic ecosystems, monitoring
What will happen with alkaline dust in the future?
of these compounds and their environmental ef- Because particles can cause serious health effects and
fects will also serve purposes other than acidifica- are fairly easy to remove, at least from large point
tion studies.
sources, it is likely that measures for reducing their
The importance of the alkaline dust is reflected emission will come before reductions in SO2 emisin the high calcium deposition at the IMPACTS sites, sions. This may lead to greatly increased acidity of the
ranging from 2 to 12 g-Ca/m 2 in 2003 (Figure 3c). deposition at the same sulfur concentrations.
This is much higher than calcium deposition in typical acidified regions in North America and Europe. So, are effects on forest health to be expected?
Despite the large deposition of alkaline dust, pre- Given the experiences in central Europe, severe forcipitation can be very acidic in southern China, with est damage could be expected from direct effects of
pH values of ~4 (Figure 3d). Evidently, the alkaline air pollutants in the most polluted areas. Forest deJANUARY 15, 2006 / ENVIRONMENTAL SCIENCE & TECHNOLOGY n 421
FIGURE 3
–
Total deposition of (a) SO42–, (b) nitrogen (NH+
4 and NO 3), (c) calcium, and (d) precipitation pH
at the IMPACTS sites in 2003 (15 )
Charts include selected data from North America and Europe for comparison. (a–d) Deposition at Hubbard Brook (Hub), N.H., is for
1979–1983 (16 ). (a–d) The Lysina (Lys) site in the Czech Republic is an example of the most sulfur-polluted part of Europe in ~1980
(17 ). (a, d) Sulfur deposition and pH data in heavily industrialized Sudbury (Sud), Ontario (Canada) are from 1970; Sudbury serves
as an example of high sulfur deposition in North America (18 ). (b) The 1990 nitrogen deposition in The Netherlands (Net) illustrates
a case of high nitrogen deposition in Europe (19 ). (c) Calcium deposition at an Italian (Itl) monitoring site in Sicily is an example of
high inputs of dust from 1995 to 1999 ( 20 ). Locations for the five IMPACTS sites listed in this figure are shown in Figure 2.
(b)
18
16
14
12
10
8
6
4
2
0
NO–3
4
NH4
3
2
1
0
CJT
LXH
LCG
LGS
Sud
Hub
Lys
(d)
14
12
TSP
CJT
LXH LCG
LGS
Net
Hub
Lys
TSP
CJT
LXH
LGS
Sud
Hub
Lys
5.5
5.0
10
4.5
8
pH
g-Ca/m2
5
+
TSP
(c)
6
g-N/m2
g-S/m2
(a)
6
4.0
4
3.5
2
0
TSP
CJT
LXH
LCG
LGS
Itl
Hub
Lys
3.0
cline has occurred in some areas of China because
of the direct effects of SO2, extremely acidic mist or
rain events, and other pollutants (21). One example is on the outskirts of Chongqing, with damage
caused by extremely high concentrations of gaseous
SO2 and/or HF (22). Effects due to soil acidification
on forests are much less certain, because few reports are made about widespread damage in more
remote areas. However, scientists have stated that
soil acidification is likely to have negative effects on
forest growth in China (21).
Severe defoliation is observed at two of the five
IMPACTS sites—TSP and Liu Chong Guan (LCG).
At the TSP site, the needle loss from the dominant
masson pine (Pinus massoniana) has been considerable (40–50%) and is accompanied by high tree
mortality (15). At the LCG site, the needle loss from
dominant masson pine increased during the period
2000–2003, followed by a slight decrease in 2004.
This defoliation has not been fully diagnosed, because insect attacks (by Diprion pini and others)
play a major role and indications of climatic stress
are seen. Predisposing effects of acid rain cannot
be ruled out as an additional cause, but they are
difficult to diagnose.
422 n ENVIRONMENTAL SCIENCE & TECHNOLOGY / JANUARY 15, 2006
LCG
Aluminum concentrations in soil solution are
very high. For instance, at the TSP site, average concentrations are >10 mg/L and peak concentrations
are >20 mg/L. This is considerably higher than what
is considered toxic for tree roots (2 mg/L; 23) and
higher than levels observed in most places in Europe. Calcium and magnesium are believed to play
an important role in modifying aluminum toxicity
(24), and the very high calcium deposition is therefore likely to counteract the toxicity from aluminum
under the current conditions. Whether the ratio of
calcium to aluminum is sufficiently high to avoid
negative long-term effects is uncertain.
During the severe dieback of forest in some heavily polluted areas in central Europe in the mid-1980s,
SO2 was considered to be the main cause, in combination with frosts and other stress factors. For instance, the annual average SO2 concentrations were
reported at >100 µg/m3 in the northwest Czech Republic (25). Although such high concentrations are
commonly reported in Chinese industrial cities,
the concentrations in the rural forested areas are
lower. In 2003, the annual average SO2 concentration was ~80 µg/m3 at the LCG forest site and ~40
µg/m3 at the TSP site. The critical concentration for
What about effects on ground vegetation,
biodiversity, and water ?
Experience from other parts of the world shows that
ground vegetation contains good indicators of the
long-term effects of airborne pollutants. This has
led to questions about the effects on China’s ground
vegetation and biodiversity in areas receiving high
loads of airborne deposition. So far, monitoring data
for ground vegetation exist only for the five IMPACTS
sites. The data series are still too short to reveal any
dependencies with the pollution pressure; long-term
monitoring data are needed to assess the extent and
rate of vegetation change.
Air pollution and acid
rain are now considered
high-priority areas for the
Chinese environmental
authorities.
In northern Europe, particularly in Scandinavia,
as well as in parts of eastern North America, the main
effect of acid deposition has been the acidification
of lakes and streams. In Norway, for instance, fish
populations have been wiped out in thousands of
lakes. Surface-water acidification is not considered a
large-scale problem in China, although heavily acidified first-order streams are found in acid-sensitive
areas (26). Relatively few investigations on surfacewater acidification have been conducted; more data
are needed before surface-water acidification can
be regarded as unimportant.
The government recognizes the problem
Air pollution and acid rain are now considered highpriority areas for the Chinese environmental authorities. As a step to curb the problem, China has
developed the concept of an acid-rain control zone
as the main framework for setting priorities in the
acid-rain reduction policy (13; Figure 2).
Various attempts have been made to estimate
the societal costs of air pollution and acid rain in
China. The Chinese State Environmental Protection
Administration (SEPA) has set the costs of acid rain
at U.S.$13 billion. The World Bank estimates the human health costs at U.S.$11–32 billion, depending on
the method used in valuation. The World Bank calculates another U.S.$5 billion for effects on forests
and agriculture (27), whereas a third report suggests
slightly less than U.S.$1 billion (28). Thus, cost estimates of the damage cover a wide range, because
the calculations are necessarily based on many uncertain assumptions, such as those involving dose–
response functions and how monetary values are
ascribed to health and environment effects. Despite
the large variations in estimates, all the figures are
high; this illustrates the severity of the problem.
Development is rapidly increasing
The growing demand for electricity is an important
feature of China’s rapid development. Economic
growth is greatest in the eastern and southeastern
(i.e., coastal) parts of the country, and these regions
constantly need more electricity. These facts, in
combination with the desire for further economic
development in the western, interior provinces, are
the basis for a major national development program
called the West to East Electricity Transfer Project
(29). For instance, in the Guizhou province, one of
the poorest in China, many new coal-fired power
plants will be built in the near future. The province already suffers from substantial environmental degradation due to air pollution. Unless strict
measures are taken, the ongoing campaign for increasing electricity production will worsen the environmental problems (29).
Can more impacts be expected in the future?
The pollution problems connected to growing energy demand pose a formidable challenge. Unfortunately, a scenario of rising pollution levels with
increasing long-range transport cannot be discarded. Several attempts have been made to model the
future changes in acidification in China’s forest ecosystems. Here, we present one illustrative model calculation with different forecast scenarios for sulfur
deposition. Model results of this kind still are quite
uncertain for Chinese sites, because of a lack of data.
However, the results strongly suggest that considerable reduction in the emission of sulfur is needed to
avoid the harmful effects from acidification in the
future (Figure 4).
FIGURE 4
Predictions of the calcium/aluminum molar ratio
at IMPACTS site TSP under different scenarios for
sulfur deposition
This ratio is used as an indicator for potential long-term forest damage. The current legislation mandates a 20% reduction in sulfur deposition from 2000 to 2010. Calculations were done with the dynamic
acidification model MAGIC ( 30 ).
1.4
60% reduction in sulfur deposition
40% reduction in sulfur deposition
20% reduction in sulfur deposition
Constant sulfur deposition
Constant sulfur deposition, 20% reduction
in calcium
1.2
Ca/Al in soil solution
negative effects used in assessments in Europe is
20 µg/m3 (23).
1
0.8
0.6
0.4
0.2
0
1980
1990
2000
2010
2020
2030
2040
2050
Year
JANUARY 15, 2006 / ENVIRONMENTAL SCIENCE & TECHNOLOGY n 423
The current policy for acid-rain mitigation uses a
flat emission reduction goal of 20% from 1995 to 2010
within the acid-rain control zone. This is a reasonable first-generation environmental policy approach
that focuses on the right geographical regions. However, the actual impacts on and sensitivities of the
ecosystems are not sufficiently taken into account. It
is possible to reach the 20% reduction target within
the control zone even with increasing deposition in
the most sensitive regions. A not-unlikely scenario
could be that the emissions in the less-developed
interior increase as those along the richer and fastdeveloping coast decrease.
Although efforts have
been made in recent years
to improve the knowledge
on acid rain and related
effects in China, a great
need still exists for
better monitoring of the
environmental situation.
A more cost-efficient, effects-based emission reduction policy can be developed by using information on environmental sensitivity, deposition, and
emissions. By combining this information on a regional scale, the targets for emission reduction can
be made, with the most sensitive environments given priority. If the “critical-load approach” is used, in
which the aim is to achieve similar reductions in the
gap between the deposition and what the ecosystem
can tolerate at all sites, large savings are possible.
The critical-load approach was developed in Europe
in the 1980s and 1990s and was successfully used to
set emission quotas under the recent protocols of the
UN Economic Commission for Europe Convention
on Long-Range Transboundary Air Pollutants.
The methodology for a similar approach in Asia,
including China, has been established (31). As a result
of increased efforts at monitoring and capacity building as well as the recognized need for and willingness
to establish environmental policies, the time may be
right for a more detailed and nationally focused effects-based analysis. Such an approach would enable negotiations among Chinese provinces where
emissions and effects are linked. An integrated treatment of air pollutants is important not only for understanding environmental effects but also for reducing
emissions of several other pollutants. To find the best
options, all important effects—natural environment,
human health, and climate—must be considered.
Although efforts have been made in recent years
to improve the knowledge on acid rain and related
effects in China, a great need still exists for better
monitoring of the environmental situation in China to support policy development and follow-up on
emission reduction measures. In particular, more
424 n ENVIRONMENTAL SCIENCE & TECHNOLOGY / JANUARY 15, 2006
monitoring stations in rural and remote areas are
required. In addition, more studies are needed on
the impacts on forests and ecosystems.
Thorjørn Larssen is a research scientist at the Norwegian
Institute for Water Research and an associate professor at
the University of Oslo. Espen Lydersen is a senior research
scientist at the Norwegian Institute for Water Research.
Dagang Tang is a professor, Yi He is a researcher, Jixi Gao
is a professor, and Haiying Liu is a researcher with the
Chinese Research Academy of Environmental Sciences.
Lei Duan is an associate professor at Tsinghua University
(China). Hans M. Seip and Rolf D. Vogt are professors
at the University of Oslo. Jan Mulder is a professor with
the Norwegian University of Life Sciences. Min Shao is
a professor at Peking University (China). Yanhui Wang
and He Shang are professors at the Chinese Academy of
Forestry. Xiaoshan Zhang is a professor at the Research
Center for Eco-Environmental Sciences (China). Svein
Solberg is a senior research scientist in the Norwegian
Forest Research Institute. Wenche Aas is a senior research
scientist in the Norwegian Institute for Air Research. Tonje Økland is a research scientist and Odd Eilertsen is a
department director at the Norwegian Institute of Land
Inventory. Valter Angell is a research scientist at the Norwegian Institute of International Affairs. Quanru Liu is
an associate professor with Beijing Normal University.
Dawei Zhao is a professor at the Chongqing Institute of
Environmental Science and Monitoring (China). Renjun
Xiang is a director at the Hunan Research Institute of Environmental Protection Science (China). Jinshong Xiao is
a research scientist in the Guizhou Research Institute of
Environmental Protection Science (China). Jiahai Luo is
a research scientist with the Guangzhou Research Institute of Environmental Protection (China). Address correspondence to Larssen at tla@niva.no.
Acknowledgments
Much of the work presented here relies on data collected in
the Chinese–Norwegian cooperation project IMPACTS, financially supported by the Norwegian Agency for Development
Cooperation, SEPA, and the Chinese Ministry of Science and
Technology. We thank Richard F. Wright for helpful suggestions during preparation of the manuscript.
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