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Simulating the effects of behavioral and physical heterogeneity on nonpoint source pollution 模拟行为和物理异质性对非点源污染的影响
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-31 DOI: 10.1111/1752-1688.13159
Lourdes Arrueta, Douglas Jackson-Smith, Margaret Kalcic

To increase the effectiveness of conservation programs focused on reducing agricultural nutrient runoff and targeting management interventions, some have called for greater attention to the role of diversity in both management and physical context. To examine the independent and interactive effects of behavioral and physical heterogeneity on phosphorus loads, a sensitivity analysis was conducted using six different assumptions about distributions of phosphorus fertilizer application rates and soil test phosphorus (STP) levels for hydrologic response units in a SWAT model for the Maumee River Watershed. Results indicated that changing assumptions about behavior and STP levels can significantly affect estimated dissolved reactive phosphorus (DRP) loads and the level of disproportionality, which is a measure of the unequal distribution of pollutant loading. Placing the highest fertilizer application rates on fields with the most excessive STP produced 14% greater estimated DRP load and higher levels of disproportionality compared to a baseline model, where homogeneity in farmer fertilizer behavior and STP were assumed. In contrast, placing the lowest fertilizer application rates on the fields with the most excessive STP led to estimated DRP loads and level of disproportionality that were similar to the baseline model. Results from this analysis suggest that simplistic or uniform assumptions about behavior or STP levels may mask serious environmental risks in agricultural watershed models.

为了提高以减少农业养分径流和有针对性的管理干预措施为重点的保护计划的有效性,一些人呼吁更多地关注管理和物理环境中多样性的作用。为了研究行为和物理异质性对磷负荷的独立影响和交互影响,我们在莫米河流域的 SWAT 模型中,对水文响应单元的磷肥施用率和土壤测试磷 (STP) 水平的分布采用了六种不同的假设,进行了一项敏感性分析。结果表明,改变有关行为和 STP 水平的假设会极大地影响估计的溶解性活性磷 (DRP) 负荷和比例失调程度,而比例失调程度是衡量污染物负荷分布不均的一个指标。与假定农民施肥行为和 STP 均一的基线模型相比,在 STP 过高的田块上施用最高的肥料,估计 DRP 负荷会增加 14%,比例失调程度也会更高。相比之下,将最低施肥量用于 STP 过高的田块,估计的 DRP 负荷和比例失调程度与基线模型相似。分析结果表明,对施肥行为或 STP 水平的简单或统一假设可能会掩盖农业流域模型中的严重环境风险。
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引用次数: 0
Evaluating wetland hydrological performance under three different conservation programs in Nebraska, United States, during 2018–2021 2018-2021 年间评估美国内布拉斯加州三种不同保护计划下的湿地水文性能
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-30 DOI: 10.1111/1752-1688.13160
Jahangeer Jahangeer, Ligang Zhang, Zhenghong Tang

Assessing hydrological dynamics of wetlands is essential for understanding ecological services. This study utilized open-access Sentinel-2 satellite data to enhance conservation management by enabling near-real-time monitoring and assessment of hydrological dynamics in conserved lands across Nebraska, United States. Using machine learning and Google Earth Engine, this research classifies surface water cover rate for different conserved land sites in Nebraska in 2018–2021. The results of the study confirmed successful inundation performance in conserved wetland sites under Wildlife Management Areas (WMA), Wetlands Reserve Program (WRP), and Waterfowl Production Areas (WPA). The WMA sites had the highest inundated area rate of 16.41%, indicating active hydrological inundation of the core conserved land areas. The WRP and WPA sites reached a mean annual surface water cover rate of 8.07% and 7.51%, respectively, demonstrating occasional flooding or periodic inundation of core wetland areas but limited inundation coverages of the surrounding areas. The findings confirmed that wetland conservation practices are functioning very well on the sites with higher inundation rates, but hydrological restoration at the watershed scale could boost conservation performance for the entire conserved land areas. The findings of this research provide robust evidence for obtaining surface water inundation data, which is crucial for sustainable conservation assessment and achieving long-term goals in wetland monitoring, protection, and management.

评估湿地的水文动态对了解生态服务至关重要。本研究利用开放访问的 "哨兵-2 "卫星数据,通过对美国内布拉斯加州保护地的水文动态进行近实时监测和评估,加强保护管理。本研究利用机器学习和谷歌地球引擎,对 2018-2021 年内布拉斯加州不同保护地的地表水覆盖率进行了分类。研究结果证实,野生动物管理区(WMA)、湿地保护区计划(WRP)和水禽生产区(WPA)下的受保护湿地地点的淹没性能成功。野生动物管理区的淹没面积率最高,达到 16.41%,这表明核心保护区的水文淹没非常活跃。WRP 和 WPA 地块的年平均地表水覆盖率分别为 8.07% 和 7.51%,表明核心湿地区域偶尔出现洪水或周期性淹没,但周边区域的淹没覆盖率有限。研究结果证实,在淹没率较高的地点,湿地保护措施运行良好,但在流域范围内进行水文恢复可提高整个湿地保护区的保护绩效。这项研究的结果为获取地表水淹没数据提供了有力的证据,而地表水淹没数据对于可持续保护评估以及实现湿地监测、保护和管理的长期目标至关重要。
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引用次数: 0
Flood mitigation: Regulatory and hydrologic effectiveness of multicomponent runoff detention at a Southwest Florida site 洪水缓解:佛罗里达州西南部一个地点的多组分径流滞留的监管和水文效果
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-29 DOI: 10.1111/1752-1688.13157
L. Donald Duke, Madison N. Mullen, Kallie E. Unger, Rachel Rotz, Serge Thomas

This research investigates the capability of hydrological site design to mitigate inland flooding. Empirical data for a target watershed characterize interaction among three hydrologic components: stormwater detention ponds; seasonal wetlands; and soils/groundwater. Findings are (a) stormwater ponds' elevation change in response to precipitation events of a given magnitude varies sharply among storms, such that ponds' pre-event elevation and forecast precipitation are not reliable to predict ponds' ability to detain runoff sufficiently to avoid downstream flooding; (b) water table elevation is governed partly by long-term seasonal variation but also responds quickly to specific events, and powerfully affects the system's capacity to detain runoff; (c) water table elevation during wet weather periods common to Southwest Florida can be high enough to breach the soil surface for extended periods, severely reducing the capacity of the system to detain runoff; (d) in the target watershed of the Florida Gulf Coast University campus, depressed surface storage in seasonal wetlands compensates for reduced wet season capacity of ponds and soil storage. That mechanism explains why the campus has successfully mitigated flooding including from high-precipitation events most prone to produce flooding (intense rate, late wet season events), while some downstream communities with components designed to meet the regulatory minimum have experienced inundation.

这项研究调查了水文场地设计缓解内陆洪水的能力。目标流域的经验数据描述了三个水文组成部分之间的相互作用:雨水滞留池、季节性湿地和土壤/地下水。研究结果是:(a) 雨水滞留池对给定量级的降水事件的高程变化在不同的暴雨中变化很大,因此雨水滞留池的事前高程和预测降水量并不能可靠地预测雨水滞留池是否有能力充分滞留径流以避免下游洪水泛滥;(b) 地下水位高程部分受长期季节变化的影响,但也对特定事件做出快速反应,并对系统滞留径流的能力产生强大影响;(d) 在佛罗里达海湾沿岸大学校园的目标流域,季节性湿地的地表蓄水量减少,弥补了池塘和土壤蓄水量在雨季的减少。这一机制解释了为什么该大学校园成功地缓解了洪涝灾害,包括最容易产生洪涝灾害的高降水量事件(高降水量、雨季晚期事件),而一些下游社区,其设计组件符合最低监管要求,却遭遇了洪水泛滥。
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引用次数: 0
Spatial and temporal variability in stream thermal regime drivers for three river networks during the summer growing season 夏季生长季节三个河网的溪流热制度驱动因素的时空变异性
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-24 DOI: 10.1111/1752-1688.13158
Matthew R. Fuller, Naomi E. Detenbeck, Peter Leinenbach, Rochelle Labiosa, Daniel Isaak

Many cold water-dependent aquatic organisms are experiencing habitat and population declines from increasing water temperatures. Identifying mechanisms which drive local and regional stream thermal regimes facilitates restoration at ecologically relevant scales. Stream temperatures vary spatially and temporally both within and among river basins. We developed a modeling process to identify statistical relationships between drivers of stream temperature and covariates representing landscape, climate, and management-related processes. The modeling process was tested in three study areas of the Pacific Northwest United States during the growing season (May [start], August [warmest], September [end]). Across all months and study systems, covariates with the highest relative importance represented the physical landscape (elevation [1st], catchment area [3rd], main channel slope [5th]) and climate covariates (mean monthly air temperature [2nd] and discharge [4th]). Two management covariates (groundwater use [6th] and riparian shade [7th]) also had high relative importance. Across the growing season (for all basins), local reach slope had high relative importance in May, but transitioned to a regional main channel slope covariate in August and September. This modeling process identified regionally similar and locally unique relationships among drivers of stream temperature. High relative importance of management-related covariates suggested potential restoration actions for each system.

由于水温不断升高,许多依赖冷水的水生生物正经历着栖息地和种群数量的减少。确定驱动当地和区域溪流热系统的机制有助于在生态相关尺度上进行恢复。溪流温度在流域内和流域间都存在时空差异。我们开发了一个建模过程,以确定溪流温度驱动因素与代表景观、气候和管理相关过程的协变量之间的统计关系。建模过程在美国西北太平洋地区的三个研究区域的生长季节(5 月[开始]、8 月[最热]、9 月[结束])进行了测试。在所有月份和研究系统中,相对重要性最高的协变量是自然景观(海拔[第 1 位]、流域面积[第 3 位]、主河道坡度[第 5 位])和气候协变量(月平均气温[第 2 位]和排水量[第 4 位])。两个管理协变量(地下水利用[第 6 位]和河岸遮荫[第 7 位])也具有较高的相对重要性。在整个生长季节(所有流域),当地河段坡度在 5 月具有较高的相对重要性,但在 8 月和 9 月则过渡到区域主河道坡度协变量。这一建模过程确定了溪流温度驱动因素之间的区域相似关系和地方独特关系。与管理相关的协变量的相对重要性较高,表明每个系统都有可能采取恢复行动。
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引用次数: 0
Drivers of enhanced evaporative demand in U.S. croplands: Determining relative contribution using constrained input scenarios 美国耕地蒸发需求增加的驱动因素:利用受限输入情景确定相对贡献
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-14 DOI: 10.1111/1752-1688.13156
M. S. Kukal, S. Kukal, S. Irmak, G. Vellidis

Altered evaporative demand is a global phenomenon observed over recent decades, however, such change has not been attributed explicitly to specific meteorological drivers, hampering consensus on what has caused such change. Here we investigate exactly how much individual drivers have contributed to long-term grass-reference evapotranspiration (ETo) change within conterminous United States (CONUS), with an emphasis on agricultural croplands. Using scenarios that constrain individual drivers i.e., air temperatures (T), relative humidity (RH), solar radiation (Rs), and wind speeds (U2) to their climatologies, we determined their relative contribution toward ETo change at monthly and annual scales. Annual ETo increased by 111 mm, or >2 standard deviations (SD) relative to the 1981–2000 baseline, accompanied by strong increase in Rs (2.7 SD), U2 (2.5 SD), T (1.1 SD), and decreased RH (2.3 SD) in regions that account for one-third of calories produced in the U.S. Annual ETo increase was attributed primarily to T (relative contribution of 36%), followed by Rs (29%), U2 (18%), and RH (17%) with significant spatial and seasonal variability. During agriculturally critical summer months, Rs was the dominant driver with a 40%–50% relative contribution, and other three drivers were roughly equally important. These findings address demand-side of agricultural water use and imply long-term change in crop functions and performance, water security, and planning across aridity gradients.

蒸发需求的变化是近几十年来观察到的一种全球现象,然而,这种变化并没有明确归因于特定的气象驱动因素,这就妨碍了人们就这种变化的原因达成共识。在此,我们研究了个别驱动因素对美国大陆(CONUS)长期草地参考蒸散量(ETo)变化的确切贡献,重点是农业耕地。利用将单个驱动因素(即气温(T)、相对湿度(RH)、太阳辐射(Rs)和风速(U2))限制在其气候学范围内的情景,我们确定了它们在月度和年度尺度上对蒸散发变化的相对贡献。与 1981-2000 年基线相比,年蒸散发增加了 111 毫米,即 2 个标准差(SD),同时 Rs(2.7 个标准差)、U2(2.5 个标准差)、T(1.1 个标准差)显著增加,而相对湿度(2.3 个标准差)下降。年 ETo 的增加主要归因于 T(相对贡献率为 36%),其次是 Rs(29%)、U2(18%)和 RH(17%),具有显著的空间和季节变异性。在对农业至关重要的夏季,Rs 是最主要的驱动因素,相对贡献率为 40%-50%,其他三个驱动因素的重要性大致相当。这些发现涉及农业用水的需求侧,意味着作物功能和表现、水安全和跨干旱梯度规划的长期变化。
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引用次数: 0
Building resilience to extreme weather and climate events in the rural water and wastewater sectors 提高农村供水和污水处理部门应对极端天气和气候事件的能力
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-14 DOI: 10.1111/1752-1688.13151
Nathan P. Kettle, Sarah F. Trainor, Renee Edwards, Donald Antrobus, Curt Baranowski, Tina Buxbaum, Kevin Berry, Michael Brubaker, Kristine L. De Long, Steve Fries, Davin Holen, Barry Keim, Danielle Meeker, Harry Penn, Cheryl Rosa, Rick Thoman, John Walsh, Jian Zhang

Extreme weather and climate events pose significant risks to rural water and wastewater systems. We examine the vulnerability of the water sector to weather and climate extremes in rural, predominantly Indigenous and underserved coastal areas and analyze how networks support resilience. Drawing on the analysis of 39 web-based questionnaire responses and 19 interviews with rural water and wastewater managers and service providers in southern Louisiana and western Alaska, this article reports a range of interrelated historical, environmental, and social factors that influence vulnerability to extreme weather events. Formal and informal social networks serve multiple roles in building resilience. These roles include building technical and financial capacities, supporting emergency response and operational- to long-term planning, fostering data collection and monitoring, supporting information sharing and innovative research, and providing institutional support. Results from this research enrich our understanding of the social, relational, and networking processes that condition community resilience to extreme weather events.

极端天气和气候事件给农村供水和污水处理系统带来了巨大风险。我们研究了在农村地区、主要是土著地区和服务不足的沿海地区,供水部门面对极端天气和气候的脆弱性,并分析了网络如何支持复原力。本文通过对路易斯安那州南部和阿拉斯加州西部的 39 份网络问卷答复和 19 次与农村水和废水管理者及服务提供者的访谈进行分析,报告了一系列影响极端天气事件脆弱性的相互关联的历史、环境和社会因素。正式和非正式的社会网络在建设抗灾能力方面发挥着多重作用。这些作用包括建设技术和财政能力、支持应急响应和从业务到长期的规划、促进数据收集和监测、支持信息共享和创新研究,以及提供机构支持。这项研究的结果丰富了我们对社会、关系和网络过程的理解,这些过程是社区抵御极端天气事件的条件。
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引用次数: 0
A survey of non-USGS continuous streamflow gaging networks in the Pacific Northwest 西北太平洋地区非美国地质调查局连续溪流测量网络调查
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-11 DOI: 10.1111/1752-1688.13149
Kendra E. Kaiser, Kyle Blasch, Mcallister Hall

Extensive streamflow data sources exist beyond the largest streamflow data provider in the United States, the U.S. Geological Survey. We developed and distributed a survey to about 300 individuals and organizations that collect streamflow data across the Pacific Northwest (Idaho, Oregon, Washington). We received 100 responses with 56% of those sufficiently complete to include in the analysis. From these responses, there are about 2000 streamflow monitoring locations in the region beyond the USGS monitoring network. The duration of record for gages is related to the size of the streamflow gaging network, with small and large networks generally operating monitoring locations for less than 5 years and more than 10 years, respectively. Quality assurance and quality control are variable across organizations, with 41% of respondents having at least two review steps and 13% that audit their data for long-term consistency. Results of this survey begin to establish the differing capabilities of large and small stream gaging networks and highlight how supporting the overall quality streamflow data collection and management within the water resources community will improve our ability to harmonize these datasets in the future.

除了美国最大的溪流数据提供商--美国地质调查局之外,还有其他广泛的溪流数据来源。我们制定并向西北太平洋地区(爱达荷州、俄勒冈州、华盛顿州)约 300 个收集溪流数据的个人和组织发放了调查问卷。我们收到了 100 份回复,其中 56% 的回复内容完整,可以纳入分析。从这些回复中可以看出,除美国地质调查局的监测网络外,该地区还有约 2000 个溪流监测点。测站记录的持续时间与溪流测站网络的规模有关,小型和大型网络的监测点一般运行时间分别少于 5 年和超过 10 年。各机构的质量保证和质量控制不尽相同,41% 的受访者至少有两个审查步骤,13% 的受访者对数据的长期一致性进行审核。这项调查的结果开始确定了大型和小型溪流测量网络的不同能力,并强调了在水资源界支持整体质量的溪流数据收集和管理将如何提高我们未来协调这些数据集的能力。
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引用次数: 0
Assessment of Water Quality using Water Quality Index in Jhapjhapia River, Khulna, Bangladesh 利用水质指数评价孟加拉国库尔纳Jhapjhapia河的水质
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-10 DOI: 10.12691/ajwr-11-3-4
Sadia Islam Mou, Md. Tamjidul Ridwan, Sadhon Chandra Swarnokar, Khandoker Faiaz Ishtiak
In southwest coastal Bangladesh, surface water is a crucial basis both for domestic and irrigation purposes. This study investigated the water quality of the Jhapjhapia River, Khulna, Bangladesh using the Water Quality Index (WQI). For many purposes like agriculture, fish farming, and household and industrial activities, surrounding people depend on these water sources. Hence, this study examined the physico-chemical attributes and Weighted Arithmetic Water Quality Index (WAWQI) of three (03) different stations, collected during the monsoon and winter seasons. Among the investigated parameters, ten (10) crucial parameters were considered for the evaluation of water quality. Throughout the research period, the pH value ranges from 7.65 to 7.79. From Station-1 to Station-3, the concentration of EC, TDS, and DO was steadily reduced (Station-1>Station-2>Station-3). The analytical results found that the water transparency ranged from 5 to 10 cm while BOD ranged from 1.85 to 2.71 mg/l and 1.79 to 2.75 mg/l in the monsoon and winter seasons respectively. The levels of total hardness varied from 95 mg/l to 160 mg/l and 130 mg/l to 225 mg/l whereas total alkalinity ranged from 108 to 140 mg/l throughout the monsoon and winter season. Similarly, Ca 2+ value ranged from 24.71 to 28.05 mg/l and 34.74 mg/l to 42.01 mg/l and Mg 2+ ranged from 10.93 to 6.07 mg/l and from 5.93 mg/l to 8.56 mg/l correspondingly. The overall WQI value is found between 51 to 75, demonstrating the status of water quality is poor (Grade-C), unhealthy for drinking without proper treatment though can be used for irrigation and industrial purposes till now. Therefore, this study seeks appropriate strategic initiatives and conservation measures with proper monitoring to stop the deterioration of the water quality for sustaining the health and livelihood of many people who depend on it.
在孟加拉国西南沿海地区,地表水是家庭和灌溉的重要基础。本研究利用水质指数(WQI)对孟加拉国库尔纳Jhapjhapia河的水质进行了调查。农业、养鱼、家庭和工业活动等许多目的都依赖于这些水源。因此,本研究对三个(03)不同站点在季风和冬季收集的理化属性和加权算术水质指数(WAWQI)进行了研究。在调查的参数中,考虑了10个关键参数来评价水质。在整个研究期间,pH值在7.65 ~ 7.79之间。从Station-1到Station-3, EC、TDS和DO的浓度稳步降低(Station-1>Station-2>Station-3)。分析结果表明,季风和冬季水体透明度为5 ~ 10 cm, BOD分别为1.85 ~ 2.71 mg/l和1.79 ~ 2.75 mg/l。在整个季风季节和冬季,总硬度从95 mg/l到160 mg/l和130 mg/l到225 mg/l不等,而总碱度从108 mg/l到140 mg/l不等。ca2 +的取值范围分别为24.71 ~ 28.05 mg/l和34.74 ~ 42.01 mg/l, ca2 +的取值范围分别为10.93 ~ 6.07 mg/l和5.93 ~ 8.56 mg/l。总体WQI值在51 ~ 75之间,水质状况较差(c级),虽然目前还可以用于灌溉和工业用途,但未经适当处理,不适合饮用。因此,这项研究寻求适当的战略举措和保护措施,并进行适当的监测,以阻止水质恶化,维持许多依赖它的人的健康和生计。
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引用次数: 1
Calibration and validation of hillslope runoff and soil loss outputs from the Water Erosion Prediction Project model in Minnesota agricultural watersheds 校准和验证明尼苏达农业流域水侵蚀预测项目模型的山坡径流和土壤流失输出结果
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-08 DOI: 10.1111/1752-1688.13148
Garner J. Kohrell, David J. Mulla, Brian Gelder

There is growing interest in studying the impact of alternative agricultural management practices on runoff and soil loss under future climate change scenarios. In order to address this interest, it is important to demonstrate that runoff and soil loss can be accurately simulated under existing climates based on comparisons between modeled and experimental results. This study calibrates and validates the Water Erosion Prediction Project (WEPP) model to quantify the accuracy of predicting growing season runoff and soil erosion in agricultural hillslopes based on comparisons with experimental data from five Minnesota hydrologic unit code 12 watersheds. In order to accurately predict runoff and soil erosion in each watershed, the baseline effective hydraulic conductivity (Kbe), interrill and rill erodibility (EIR and ER), and monthly precipitation standard deviations (Pstdev) were calibrated in WEPP using observed runoff and total suspended solids data from five Minnesota Discovery Farms field sites. Before calibration, Nash–Sutcliffe model efficiency (NSE) and percent bias (PBIAS) values for predicted versus measured monthly average total runoff (Ravg-T), runoff ratios (RRT), and total soil loss were generally not in acceptable ranges. After calibration, the NSE values showed very good fits between measured and predicted monthly Ravg-T (0.64–0.98), RRT (0.66–0.93), and soil loss (0.58–0.80). PBIAS values were also within acceptable ranges for Ravg-T and RRT (±25%) and soil loss (±55%), except for RRT at site BE1. NSE and PBIAS values during validation were within acceptable ranges, except for RRT at site BE1. These findings suggest that the WEPP hillslopes calibrated in this study are sufficiently robust to accurately predict monthly runoff and soil erosion in Minnesota agricultural fields during the growing season.

人们对研究未来气候变化情景下替代农业管理方法对径流和土壤流失的影响越来越感兴趣。为了解决这一问题,必须根据模型和实验结果之间的比较,证明在现有气候条件下可以准确模拟径流和土壤流失。本研究校准并验证了水侵蚀预测项目(WEPP)模型,根据与来自明尼苏达州五个水文单元代码 12 流域的实验数据的比较,量化了预测农业山坡生长季径流和土壤侵蚀的准确性。为了准确预测每个流域的径流和土壤侵蚀情况,利用明尼苏达州发现农场五个实地观测点的径流和总悬浮固体数据,在 WEPP 中校准了基线有效水力传导率 (Kbe)、山丘间和山丘侵蚀率 (EIR 和 ER) 以及月降水量标准偏差 (Pstdev)。校准前,纳什-萨特克利夫模型效率 (NSE) 和偏差百分比 (PBIAS) 值(预测值与实测月平均总径流量 (Ravg-T)、径流比 (RRT) 和土壤总流失量)通常不在可接受的范围内。校准后,NSE 值显示测量值与预测值之间的拟合效果非常好,月平均总径流量 (0.64-0.98)、径流比 (0.66-0.93) 和土壤流失量 (0.58-0.80)。PBIAS 值也在 Ravg-T 和 RRT(±25%)以及土壤流失(±55%)的可接受范围内,但 BE1 站点的 RRT 除外。验证期间的 NSE 值和 PBIAS 值均在可接受范围内,但 BE1 站点的 RRT 值除外。这些结果表明,本研究中校准的 WEPP 山坡地具有足够的稳健性,可以准确预测明尼苏达州农田生长季节的月径流和土壤侵蚀情况。
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引用次数: 0
Impact of Climate Change on the Water Resources, Lake Powell, United States 气候变化对水资源的影响,鲍威尔湖,美国
IF 2.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-08-08 DOI: 10.12691/ajwr-11-3-3
Michael Osezua, Shree om Bade, E. Gyimah, Olusegun Stanley Tomomewo
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引用次数: 0
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