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1.
The relationship between benthic macroinvertebrate assemblages and cattle density was assessed from fall 2002 through spring
2004 in five small streams that represented a gradient of cattle grazing intensity. All study stream reaches were in pasture
with no woody riparian vegetation, but varied in the intensity of cattle grazing (0 cattle ha−1 at site 1 to 2.85 cattle ha−1 at site 5). Regression analysis indicated highly significant and strong macroinvertebrate metric responses to cattle density
during most sampling periods. The majority of metrics responded negatively to increased grazing, while a few (total taxa richness,
number of sensitive taxa, and % collector filterers) increased along the gradient before declining at the most heavily grazed
sites. Total number of sensitive taxa and % Coleoptera had the strongest relationship with cattle density throughout the study
period. During some sampling periods, nearly 80% of the variation in these metrics was explained by cattle density. The elmid
beetle, Oulimnius, had a particularly strong negative response to the grazing gradient. Study site groupings based on taxa composition, using
detrended correspondence analysis (DCA), indicated that benthic samples collected from the reference site and light rotational
grazing site were more similar in macroinvertebrate taxa composition than samples collected from the intermediate grazing
and heavy grazing sites. Our findings demonstrate that biological integrity, as measured by benthic macroinvertebrate metrics
and assemblage composition, is highly related to cattle density in small streams in the Blue Ridge mountains, Virginia, USA.
This suggests that the degree of agricultural intensity should be given consideration in stream assessments, as well as land
use planning and regulatory decisions. 相似文献
2.
Lyons J 《Environmental monitoring and assessment》2006,122(1-3):239-258
I developed a fish-based index of biotic integrity (IBI) to assess environmental quality in intermittent headwater streams in Wisconsin, USA. Backpack electrofishing and habitat surveys were conducted four times on 102 small (watershed area 1.7–41.5 km2), cool or warmwater (maximum daily mean water temperature ≥22 C), headwater streams in spring and late summer/fall 2000 and 2001. Despite seasonal and annual changes in stream flow and habitat volume, there were few significant temporal trends in fish attributes. Analysis of 36 least-impacted streams indicated that fish were too scarce to calculate an IBI at stations with watershed areas less than 4 km2 or at stations with watershed areas from 4–10 km2 if stream gradient exceeded 10 m/km (1% slope). For streams with sufficient fish, potential fish attributes (metrics) were not related to watershed size or gradient. Seven metrics distinguished among streams with low, agricultural, and urban human impacts: numbers of native, minnow (Cyprinidae), headwater-specialist, and intolerant (to environmental degradation) species; catches of all fish excluding species tolerant of environmental degradation and of brook stickleback (Culaea inconstans) per 100 m stream length; and percentage of total individuals with deformities, eroded fins, lesions, or tumors. These metrics were used in the final IBI, which ranged from 0 (worst) to 100 (best). The IBI accurately assessed the environmental quality of 16 randomly chosen streams not used in index development. Temporal variation in IBI scores in the absence of changes in environmental quality was not related to season, year, or type of human impact and was similar in magnitude to variation reported for other IBI's. 相似文献
3.
Coal-Mine Hollow Fill and Settling Pond Influences on Headwater Streams in Southern West Virginia, USA 总被引:1,自引:0,他引:1
Merricks TC Cherry DS Zipper CE Currie RJ Valenti TW 《Environmental monitoring and assessment》2007,129(1-3):359-378
The influences of coal-mine hollow fills and associated settling ponds in three headwater streams were assessed in southern
West Virginia, USA. Fill drainage waters had elevated conductivities and metal concentrations, compared to a regional reference.
Benthic macroinvertebrate richness was not affected consistently by the hollow fill drainages, relative to a regional reference,
although a more tolerant community, lacking in Ephemeroptera taxa at most locations, was evident. Collector-filterer populations were elevated at monitoring stations directly below the
settling ponds, indicating that the ponds’ presence influenced macroinvertebrate community structure by means of organic enrichment.
Corbicula fluminea growth was enhanced in monitoring locations directly below the settling ponds, also an apparent result of organic enrichment.
Results of acute water column toxicity testing with Ceriodaphnia dubia, sediment chronic toxicity testing with Daphnia magna, and in-situ ecotoxicological assessments with C. fluminea demonstrated no mortality or toxic influence at most of the sites tested below the ponds. The settling ponds appear to serve
as sinks in collecting some, but not all, trace metals. 相似文献
4.
Water Quality Assessment of an Untreated Effluent Impacted Urban Stream: The Bharalu Tributary of the Brahmaputra River, India 总被引:1,自引:0,他引:1
Guwahati, the lone city on the bank of the entire midstream of the Brahmaputra River, is facing acute civic problem due to
severe depletion of water quality of its natural water bodies. This work is an attempt towards water quality assessment of
a relatively small tributary of the Brahmaputra called the Bharalu River flowing through the city that has been transformed today into a city drainage channel. By analyzing the key physical,
chemical and biological parameters for samples drawn from different locations, an assessment of the dissolved load and pollution
levels at different segments in the river was made. Locations where the contaminants exceeded the permissible limits during
different seasons were identified by examining spatial and temporal variations. A GIS developed for the watershed with four
layers of data was used for evaluating the influence of catchment land use characteristics. BOD, DO and total phosphorus were
found to be the sensitive parameters that adversely affected the water quality of Bharalu. Relationship among different parameters revealed that the causes and sources of water quality degradation in the study area
were due to catchments input, anthropogenic activities and poor waste management. Elevated levels of total phosphorus, BOD
and depleted DO level in the downstream were used to develop an ANN model by taking total phosphorus and BOD as inputs and
dissolved oxygen as output, which indicated that an ANN based predictive tool can be utilized for monitoring water quality
in the future. 相似文献
5.
Impervious Surface Area as a Predictor of the Effects of Urbanization on Stream Insect Communities in Maine, U.S.A. 总被引:2,自引:0,他引:2
The influence of urbanization on stream insect communities was determined by comparing physical, chemical, and biological characteristics of streams draining 20 catchments with varyinglevels of urban land-cover in Maine (U.S.A). Percent total impervious surface area (PTIA), which was used to quantify urbanland-use, ranged from 1–31% among the study catchments.Taxonomic richness of stream insect communities showed an abruptdecline as PTIA increased above 6%. Streams draining catchmentswith PTIA < 6% had the highest levels of both total insect and EPT (Ephemeroptera + Plecoptera + Trichoptera) taxonomic richness. These streams contained insect communities with a totalrichness averaging 33 taxa in fall and 31 taxa in spring; EPT richness ranged from an average of 15 taxa in fall and 13 taxa inspring. In contrast, none of the streams draining catchments with6–27% PTIA had a total richness > 18 taxa or an EPT richness> 6 taxa. Insect communities in streams with PTIA > 6% were characterized by the absence of pollution-intolerant taxa. The distribution of more pollution-tolerant taxa (e.g.Acerpenna (Ephemeroptera); Paracapnia, Allocapnia (Plecoptera); Optioservus, Stenelmis (Coleoptera); Hydropsyche, Cheumatopsyche (Trichoptera)), however, showed little relation to PTIA. In contrast to the apparent threshold relationship between PTIA and insect taxonomic richness, both habitat qualityand water quality tended to decline as linear functions of PTIA.Our results indicate that, in Maine, an abrupt change in stream insect community structure occurs at a PTIA above a threshold ofapproximately 6% of total catchment area. The measurement of PTIA may provide a valuable tool for predicting thresholds for adverse effects of urbanization on the health of headwater streams in Maine. 相似文献
6.
Thomas F. Cuffney Michael R. Meador Stephen D. Porter Martin E. Gurtz 《Environmental monitoring and assessment》2000,64(1):259-270
The condition of 25 stream sites in the Yakima River Basin, Washington, were assessed by the U.S. Geological Survey's National Water-Quality Assessment Program. Multimetric condition indices were developed and used to rank sites on the basis of physical, chemical, and biological characteristics. These indices showed that sites in the Cascades and Eastern Cascades ecoregions were largely unimpaired. In contrast, all but two sites in the Columbia Basin ecoregion were impaired, some severely. Agriculture (nutrients and pesticides) was the primary factor associated with impairment and all impaired sites were characterized by multiple indicators of impairment. All indices of biological condition (fish, invertebrates, and algae) declined as agricultural intensity increased. The response exhibited by invertebrates and algae suggested a threshold response with conditions declining precipitously at relatively low levels of agricultural intensity and little response at moderate to high levels of agricultural intensity. This pattern of response suggests that the success of mitigation will vary depending upon where on the response curve the mitigation is undertaken. Because the form of the community condition response is critical to effective water-quality management, the National Water-Quality Assessment Program is conducting studies to examine the response of biota to gradients of land-use intensity and the relevance of these responses to water-quality management. These land-use gradient pilot studies will be conducted in several urban areas starting in 1999. 相似文献
7.
Winter Quarters Bay (WQB) is a small embayment located adjacent to McMurdo Station, the largest researchbase in Antarctica. The bay is approximately 250 m wide andlong, with a maximum depth of 33 m. Historically, trashfrom the McMurdo Station was piled on the steep shoreline ofWQB, doused with fuel and ignited. That practice hasceased, and the adjacent land area has been regraded tocover the residual waste. The bottom of WQB remainslittered with drums, equipment, tanks, tires, cables, andother objects, especially the southeastern side of the baywhere dumping took place. Sediments are contaminated withPCBs, metals, and hydrocarbon fuels. The objectives of this study were to map the distributionof organic contaminants in WQB, assess the toxicity of WQB sediments using a simple microbial test, anddetermine correlations between toxicity and contaminantlevels. The study suggests that adverse ecological effectshave occurred from one or more of the contaminants found inWQB but the source of the toxic impacts to bay sedimentsremains unknown. Whole sediment toxicity was onlycorrelated with oil-equivalent while solvent extracts ofsediments were correlated with PAHs and oil-equivalent. Theauthors recommend that an integrated research plan bedeveloped that focuses on determining what additionalinformation is needed to make informed decisions on possibleremediation of WQB. 相似文献
8.
John W. Hunt Brian S. Anderson Bryn M. Phillips Ron S. Tjeerdema Nancy Richard Val Connor Karen Worcester Mark Angelo Amanda Bern Brian Fulfrost Dustin Mulvaney 《Environmental monitoring and assessment》2006,121(1-3):243-260
Pesticide applications to agricultural lands in California, USA, are reported to a central data base, while data on water and sediment quality are collected by a number of monitoring programs. Data from both sources are geo-referenced, allowing spatial analysis of relationships between pesticide application rates and the chemical and biological condition of water bodies. This study collected data from 12 watersheds, selected to represent a range of pesticide usage. Water quality parameters were measured during six surveys of stream sites receiving runoff from the selected watershed areas. This study had three objectives: to evaluate the usefulness of pesticide application data in selecting regional monitoring sites, to provide information for generating and testing hypotheses about pesticide fate and effects, and to determine whether in-stream nitrate concentration was a useful surrogate indicator for regional monitoring of toxic substances. Significant correlations were observed between pesticide application rates and in-stream pesticide concentrations (p < 0.05) and toxicity (p < 0.10). In-stream nitrate concentrations were not significantly correlated with either the amount of pesticides applied, in-stream pesticide concentrations, or in-stream toxicity (all p > 0.30). Neither total watershed area nor the area in which pesticide usage was reported correlated significantly with the amount of pesticides applied, in-stream pesticide concentrations, or in-stream toxicity (all p > 0.14). In-stream pesticide concentrations and effects were more closely related to the intensity of pesticide use than to the area under cultivation. 相似文献
9.
Besser JM Brumbaugh WG May TW Schmitt CJ 《Environmental monitoring and assessment》2007,129(1-3):227-241
We evaluated exposure of aquatic biota to lead (Pb), zinc (Zn), and cadmium (Cd) in streams draining a Pb-mining district
in southeast Missouri. Samples of plant biomass (detritus, periphyton, and filamentous algae), invertebrates (snails, crayfish,
and riffle benthos), and two taxa of fish were collected from seven sites closest to mining areas (mining sites), four sites
further downstream from mining (downstream sites), and eight reference sites in fall 2001. Samples of plant biomass from mining
sites had highest metal concentrations, with means 10- to 60-times greater than those for reference sites. Mean metal concentrations
in over 90% of samples of plant biomass from mining sites were significantly greater than those from reference sites. Mean
concentrations of Pb, Zn, and Cd in most invertebrate samples from mining sites, and mean Pb concentrations in most fish samples
from mining sites, were also significantly greater than those from reference sites. Concentrations of all three metals were
lower in samples from downstream sites, but several samples of plant biomass from downstream sites had metal concentrations
significantly greater than those from reference sites. Analysis of supplemental samples collected in the fall of 2002, a year
of above-average stream discharge, had lower Pb concentrations and higher Cd concentrations than samples collected in 2001,
near the end of a multi-year drought. Concentrations of Pb measured in fish and invertebrates collected from mining sites
during 2001 and 2002 were similar to those measured at nearby sites in the 1970s, during the early years of mining in the
Viburnum Trend. Results of this study demonstrate that long-term Pb mining activity in southeast Missouri has resulted in
significantly elevated concentrations of Pb, Cd, and Zn in biota of receiving streams, compared to biota of similar streams
without direct influence of mining. Our results also demonstrate that metal exposure in the study area differed significantly
among sample types, habitats, and years, and that these factors should be carefully considered in the design of biomonitoring
studies. 相似文献
10.
Relations of Habitat-Specific Algal Assemblages to Land Use and Water Chemistry in the Willamette Basin, Oregon 总被引:4,自引:0,他引:4
Benthic algal assemblages, water chemistry, and habitat were characterized at 25 stream sites in the Willamette Basin, Oregon, during low flow in 1994. Seventy-three algal samples yielded 420 taxa — mostly diatoms, blue-green algae, and green algae. Algal assemblages from depositional samples were strongly dominated by diatoms (76% mean relative abundance), whereas erosional samples were dominated by blue-green algae (68% mean relative abundance).Canonical correspondence analysis (CCA) of semiquantitative and qualitative (presence/absence) data sets identified four environmental variables (maximum specific conductance, % open canopy, pH, and drainage area) that were significant in describing patterns of algal taxa among sites. Based on CCA, four groups of sites were identified: streams in forested basins that supported oligotrophic taxa, such as Diatoma mesodon;small streams in agricultural and urban basins that contained a variety of eutrophic and nitrogen-heterotrophic algal taxa; larger rivers draining areas of mixed land use that supported planktonic, eutrophic, and nitrogen-heterotrophic algal taxa; and streams with severely degraded or absent riparian vegetation (> 75% open canopy) that were dominated by other planktonic, eutrophic, and nitrogen-heterotrophic algal taxa. Patterns in water chemistry were consistent with the algal autecological interpretations and clearly demonstrated relationships between land use, water quality, and algal distribution patterns. 相似文献
11.
春季区域性沙尘暴对南疆及东疆城市环境空气质量的影响及应对措施 总被引:3,自引:0,他引:3
近年来,新疆境内连续发生多次区域性春季沙尘暴,影响南疆和东疆地区十几个城市,其发生时间之早、频率之高、范围之广、强度之大为50年来所罕见。依据近3年南疆及东疆春季爆发的区域性沙尘暴天气的应急监测结果,分析了区域性沙尘暴对南疆及东疆城市环境空气质量的影响,并提出应对措施。 相似文献
12.
Monte Carlo assessment of uncertainty in the simulated hydrological response to land use change 总被引:2,自引:0,他引:2
We quantified the uncertainty in hydrological response for a set of land use change scenarios by varying plant parameters
within realistic uncertainty bounds in a Monte Carlo analysis. The results show that simulated hydrological fluxes significantly
change after the introduction of outwintering suckler cow management, despite the presence of a significant amount of output
uncertainty due to uncertainty in the plant parameterisation. The key to a proper uncertainty assessment was to consider the
uncertainty in the difference between the scenarios instead of the absolute uncertainty of each single scenario. Additionally,
a sensitivity analysis showed that changing soil properties in response to land use change does not result in significantly
different results in the scenario analysis. 相似文献
13.
Stream discharge of a watershed is affected and altered by climate and landcover changes. These effects vary depending on the magnitude and interaction of the changes, and need to be understood so that local water resource availability can be evaluated and socioeconomic development within a watershed be pursued and managed in a way sustainable with the local water resources. In this study, the landcover and climate change effects on stream discharge from the Jacks Fork River basin in the Ozark Highlands of the south-central United States were examined in three phases: site observation and data collection, model calibration and simulation, and model experiment and analysis. Major results of the study show that climate fluctuations between wet and dry extremes resulted in the same change of the basin discharge regardless of the landcover condition in the basin. On the other hand, under a specified climate condition landcover change from a grassland basin to a fully forested basin only resulted in about one half of the discharge change caused by the climate variation. Furthermore, when landcover change occurred simultaneously with climate variation, the basin discharge change amplified significantly and became larger than the combined discharge changes caused by the climate and landcover change alone, a result indicating a synergistic effect of landcover and climate change on basin discharge variability.
Agricultural Research Division, University of Nebraska-Lincoln, Contribution Number 13437.Qi Hu: Corresponding author: Dr. Qi Hu, Climate and Bio-Atmospheric Sciences Group, School of Natural Resource Sciences, 237 L.W. Chase Hall, University of Nebraska-Lincoln, Lincoln, NE 68583-0728, USA. E-mail: qhu2@unl.edu. 相似文献
14.
The Impact of Urbanization and Protection of Water Resources in Owerri and Environs SE, Nigeria 总被引:1,自引:0,他引:1
Untreated sewage and agriculture are the most important sources of contamination. The study was carried out by conducting a short-term surface water and groundwater pollution survey of the Owerri Urban area and its environs, in order to establish the current levels of pollution. An attempt has been made to show the relationships between pollution levels, population density, industrial and agricultural activities. The spatial distribution of pollutants due to a poor land use system and to human activities was investigated. This emphasises integrated planned development as a preventive measure for arresting pollution levels in fast growing urban centres. The total groundwater stored in the area amounts to 7.87 × 109 m3. Twenty five percent of this is released as base flow into the adjacent rivers (Otamiri and Nworie). The annual groundwater recharge is 3.4 × 109 m3. The enormous volume of groundwater stored and the comparatively low cost of development makes groundwater an excellent alternative supply source for the area (Uma et al., 1984). 相似文献
15.
Xiao-Yu L Du-Ning X Xing-Yuan H Wei C Dong-Mei S 《Environmental monitoring and assessment》2006,123(1-3):199-217
Shiyang River basin is located in Hexi Corridor, central-west Gansu province, northwest China. It is an area of typical arid to semiarid features. Based on the TM image of Liangzhou oasis and Minqin oasis in 1986 and 2000, this paper calculated and analyzed the changes of percentage and area of land use/cover types, and also have got the transformation matrix of the landscape mosaics. Dynamics of runoff and exploitation of groundwater, the most important factors influencing land use changes were also analyzed. The ratio of utilized water quantity in upper and middle reaches to that in lower reaches has increased largely from less than 2 before 1970 reached up to more than 8 since 1995; groundwater exploitation has developed progressively. As a result of overuse of groundwater, the groundwater table lowering obviously, the lowering rates reached up to 0.6–0.8 m/year in some place. In addition, the cropping patterns in study area were also distributed irrefficiently that if the planting percentage of water-wasting grain crops dropped to 50% in both oases, it could save irrigating water by 1.2×108 m3 in Liangzhou oasis and 0.2×108 m3 in Minqin oasis one year. 相似文献
16.
Using the Yellow River, China, the study explores the problem of the use of COD and BOD5 as water quality management parameters in the presence of very high levels of suspended sediment (TSS) that characterize
this river. Although the amount of natural organic matter per unit of suspended sediment of the Yellow River is not high,
the very high concentration of mineral sediment in the Yellow River results in a large concentration of organic matter, which
artificially inflates the laboratory values of COD and, as a consequent, leads to greatly exaggerated reports of pollution
of the Yellow River. BOD5 can more accurately reflect the pollution of the Yellow River than COD; however, measured values of BOD under-report the
actual values due to settling of the sediment in the incubation chamber resulting in values that are 21.6--38.3% less than
the actual values. Therefore corrections are required for laboratory COD and BOD values so that the values are not artifacts
of the sediment regime. Our work provides new insight into this phenomenon and demonstrates how correction factors may be
determined and used with pollution data. Our work also suggests that the actual pollution levels of the Yellow River are probably
not as high as reported by monitoring agencies. 相似文献
17.
The development of the leather industry in the Aojiang watershed of Zhejiang province increased the release of waste water. In the waste water, ammonium nitrogen (NH+
4-N) and germanium (Ge) are the main pollutants. In recent years, literature has documented that the intake of high concentrations of NH+
4-N and Ge harms human health and biological species. This paper focuses on assessing the trends of NH+
4-N and Ge concentrations in the released waste water in Aojiang watershed and on understanding their relationships with the released waste water using regression and correlation statistics. The paper also utilizes the integrated pollution index to evaluate the water quality in the watershed. Preliminary results show that, from 1992 to 1998, the concentrations of NH+
4-N and total Ge increased 13 and 14 times, respectively, and they decreased somewhat after 1998. The concentrations of NH+
4-N and total Ge are positively correlated to the amount of released waste water. These concentrations of NH+
4-N and Ge, respectively, exceed 12 and 3 times, of the water standards. The water quality in the watershed degraded from Type III in 1992 to over Type V in 2003 when they were compared with the national water quality standards. It appeared that the pollution had positive correlation with leather industry production. The degraded water has no doubt affected human health and the ecosystem health. These results can provide scientific information for the local government to reasonably adjust the industry structure and reduce the pollution to protect the environment. 相似文献
18.
We evaluated the toxic-units model developed by Wildhaber and Schmitt (1996) as a predictor of indices of mean tolerance to pollution (i.e., Lenat, 1993; Hilsenhoff, 1987) and other benthic community indices from Great Lakes sediments containing complex mixtures of environmental contaminants (e.g., polychlorinated biphenyls – PCBs, polycyclic aromatic hydrocarbons – PAHs, pesticides, chlorinated dioxins, and metals). Sediment toxic units were defined as the ratio of the estimated pore-water concentration of a contaminant to its chronic toxicity as estimated by U.S. Environmental Protection Agency Ambient Water Quality Criteria (AWQC) or other applicable standard. The total hazard of a sediment to aquatic life was assessed by summing toxic units for all contaminants quantified. Among the benthic community metrics evaluated, total toxic units were most closely correlated with Lenat's (1993) and Hilsenhoff's (1987) indices of community tolerance (T
L
and T
H
, respectively); toxic units accounted for 42% T
L
and 53% T
H
of variability in community tolerance as measured by Ponar grabs. In contrast, taxonomic richness and Shannon-Wiener diversity were not correlated (P > 0.05) with toxic units. Substitution of order- or family-level identifications for lowest possible (mostly genus- or species-) level identifications in the calculation of T
L
and T
H
indices weakened the relationships with toxic units. Tolerance values based on order- and family-level identifications of benthos for artificial substrate samples were more strongly correlated with toxic units than tolerance values for benthos from Ponar grabs. The ability of the toxic-units model to predict the other two components (i.e., laboratory-measured sediment toxicity and benthic community composition) of the Sediment Quality Triad (SQT) may obviate the need for the SQT in some situations. 相似文献
19.
The Contamination Levels of Organochlorine Pesticides in Water and Sediment Samples in Uluabat Lake, Turkey 总被引:3,自引:0,他引:3
The Uluabat Lake is a reservoir of 125 km2 surface area, in the boundaries of Bursa province, Turkey. The results showed that Uluabat Lake was still contaminated by
organochlorine pesticides and their residues despite the existence of bans over a long time. Considerable amounts of organochlorine
pesticides (HCB, p.p′-DDT, p.p′- DDE, α -, β- and γ-BHC, Aldrin, Heptachlor epoxide, Endrin, Endosulfan I and II) were detected in water and sediment samples during one-year
study in this lake. Samples of water and sediment were collected in different regions, (6 sampling point) of the lake between
February 2002 and November 2002.The mean levels of organochlorine pesticides in water and sediments were determined. According
to results, it was found that various environs in Uluabat Lake were contaminated by 11 different organochlorine pesticides.
Residue analyses showed that higher organochlorine pesticides and their residues were generally more accumulated in the sediment
samples. 相似文献
20.
Urban Air Pollution Patterns, Land Use, and Thermal Landscape: An Examination of the Linkage Using GIS 总被引:1,自引:0,他引:1
This article investigates the relationship of local air pollution pattern with urban land use and with urban thermal landscape
using a GIS approach. Ambient air quality measurements for sulfur dioxide, nitrogen oxide, carbon monoxide, total suspended
particles, and dust level were obtained for Guangzhou City in South China between 1981 and 2000. Landsat TM images and aerial
photo derived maps were used to examine city's land use and land cover at different times and changes. Landsat thermal infrared
data were employed to compute land surface temperatures and to assess urban thermal patterns. Relationships among the spatial
patterns of air pollution, land use, and thermal landscape were sought through GIS and correlation analyses. Results show
that the spatial patterns of air pollutants probed were positively correlated with urban built-up density, and with satellite
derived land surface temperature values, particularly with measurements taken during the summer. It is suggested that further
studies investigate the mechanisms of this linkage, and that remote sensing of air pollution delves into how the energy interacts
with the atmosphere and the environment and how sensors see pollutants. Thermal infrared imagery could play a unique role
in monitoring and modeling atmospheric pollution. 相似文献