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Impacts of Coal Resource Development on Surface Water Quality in a Multi-jurisdictional Watershed in the Western United States 煤炭资源开发对美国西部多辖区流域地表水质量的影响
IF 0.7 Pub Date : 2020-06-01 DOI: 10.1111/j.1936-704X.2020.03333.x
Grace Bulltail, M. Todd Walter

This study focuses on water quality and quantity impacts from natural resource development on watersheds originating on Crow tribal lands in southeastern Montana. Field research analysis will focus on the surface water quality in three adjacent watersheds. This study will determine impacts to water quality from reclaimed coal mine spoils surface runoff and produced water discharge from coal bed methane wells within the watersheds. A secondary research objective is to determine a baseline assessment of surface water in watersheds prior to proposed mine development, particularly on tribally owned and allotted tracts. Historical data from state agencies will also be compared to data collected within watersheds on tribal lands. Water quality impacts from mining development may be more pronounced than that of coal bed methane as the reclaimed mining sites have demonstrated lasting impacts on the nearby surface water quality in the study area. Historical and current samples have demonstrated increased sodium absorption ratio and sodium levels downstream of a mine site in a tributary to the primary watershed. A sample from a pond in another reclaimed mine site contained the highest sodium adsorption ratio levels of all surface water samples. Coal bed methane development impacts may have been transient in the primary watershed surface water based on sample results. Historical oil and gas development appears to be impacting surface water quality within the southernmost watershed. Analysis has shown the increasing degradation of water quality in watersheds downstream and across the state boundary of Montana into Wyoming where natural resource development has occurred.

本研究的重点是自然资源开发对蒙大拿东南部克罗部落土地流域水质和水量的影响。实地调查分析将集中在三个相邻流域的地表水质量。本研究将确定再生煤矿矸石地表径流和流域内煤层气井产出水排放对水质的影响。第二个研究目标是在拟议的矿山开发之前确定流域地表水的基线评估,特别是在部落拥有和分配的土地上。国家机构的历史数据也将与部落土地流域内收集的数据进行比较。矿山开发对水质的影响可能比煤层气对水质的影响更为明显,因为复垦矿区对研究区附近地表水水质的影响是持久的。历史和当前的样品表明,在主要分水岭的一条支流中,一个矿区下游的钠吸收比和钠水平增加。从另一个再生矿区的一个池塘中提取的样品在所有地表水样品中钠吸附比最高。根据样品结果,煤层气开发对主要流域地表水的影响可能是暂时的。历史上的石油和天然气开发似乎正在影响最南端流域的地表水质量。分析表明,在下游流域以及从蒙大拿州到怀俄明州的州界,水质正在日益恶化,而怀俄明州已经进行了自然资源开发。
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引用次数: 4
Change Rippling through Our Waters and Culture 变化在我们的水域和文化中荡漾
IF 0.7 Pub Date : 2020-06-01 DOI: 10.1111/j.1936-704X.2020.03332.x
Christine Martin, John Doyle, JoRee LaFrance, Myra J. Lefthand, Sara L. Young, Emery Three Irons, Margaret J. Eggers

It is well established that climate change is already causing a wide variety of human health impacts in the United States and globally, and that for many reasons Native Americans are particularly vulnerable. Tribal water security is particularly threatened; the ways in which climate changes are damaging community health and well-being through impacts on water resources have been addressed more thoroughly for Tribes in coastal, arid, and sub-arctic/arctic regions of the United States. In this article, Crow Tribal members from the Northern Plains describe the impacts of climate and environmental change on local water resources and ecosystems, and thereby on Tribal community health and well-being. Formal, qualitative research methodology was employed drawing on interviews with 26 Crow Tribal Elders. Multiple determinants of health are addressed, including cultural, social, economic, and environmental factors. The sense of environmental-cultural-health loss and despair at the inability to address the root causes of climate change are widespread. Yet the co-authors and many other Tribal members are actively prioritizing, addressing, and coping with some of the local impacts of these changes, and are carrying on Apsáalooke [Crow] lifeways and values.

众所周知,气候变化已经在美国和全球范围内对人类健康造成了各种各样的影响,由于许多原因,美洲原住民尤其容易受到影响。部落的水安全尤其受到威胁;气候变化通过对水资源的影响损害社区健康和福祉的方式,已在美国沿海、干旱和亚北极/北极地区的部落得到了更彻底的解决。在这篇文章中,来自北部平原的克罗部落成员描述了气候和环境变化对当地水资源和生态系统的影响,从而影响了部落社区的健康和福祉。采用正式的定性研究方法,对26位克劳部落长老进行访谈。涉及多种健康决定因素,包括文化、社会、经济和环境因素。环境-文化-健康损失的感觉和对无法解决气候变化的根本原因的绝望是普遍存在的。然而,共同作者和许多其他部落成员正在积极地优先考虑,解决和应对这些变化对当地的一些影响,并继续Apsáalooke[乌鸦]的生活方式和价值观。
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引用次数: 8
Arsenic Concentrations in Ground and Surface Waters across Arizona Including Native Lands 亚利桑那州地表水和地表水的砷浓度,包括土著土地
IF 0.7 Pub Date : 2020-06-01 DOI: 10.1111/j.1936-704X.2020.03331.x
M.C. Jones, J.M. Credo, J.C. Ingram, J.A. Baldwin, R.T. Trotter Jr., C.R. Propper

Parts of the Southwestern United States report arsenic levels in water resources that are above the United States Environmental Protection Agency's current drinking water limits. Prolonged exposure to arsenic through food and drinking water can contribute to significant health problems including cancer, developmental effects, cardiovascular disease, neurotoxicity, and diabetes. In order to understand exposure risks, water sampling and testing have been conducted throughout Arizona. This information is available to the public through often non-overlapping databases that are difficult to access and in impracticable formats. The current study utilized a systemic compilation of online databases to compile a spreadsheet containing over 33,000 water samples. The reported arsenic concentrations from these databases were collected from 1990–2017. Using ArcGIS software, these data were converted into a map shapefile and overlaid onto a map of Arizona. This visual representation shows that arsenic levels in surface and ground water exceed the United States Environmental Protection Agency's drinking water limits for many sites in several counties in Arizona, and there is an underrepresentation of sampling in several tribal jurisdictions. This information is useful for water managers and private well owners throughout the State for determining safe drinking water sources and limiting exposure to arsenic.

美国西南部部分地区报告称,水资源中的砷含量超过了美国环境保护署目前的饮用水限量。通过食物和饮用水长期接触砷会导致严重的健康问题,包括癌症、发育影响、心血管疾病、神经毒性和糖尿病。为了了解暴露的风险,在亚利桑那州各地进行了水样取样和测试。公众可以通过通常不重叠的数据库获得这些信息,这些数据库很难获取,格式也不可行。目前的研究利用在线数据库的系统汇编编制了一个包含33 000多个水样的电子表格。这些数据库中报告的砷浓度是从1990年至2017年收集的。利用ArcGIS软件,这些数据被转换成地图形状文件,并叠加到亚利桑那州的地图上。这张直观的图表显示,在亚利桑那州几个县的许多地点,地表水和地下水中的砷含量超过了美国环境保护局规定的饮用水限制,而且在几个部落辖区的抽样代表性不足。这一信息对全州的水管理人员和私人井主确定安全饮用水源和限制砷暴露非常有用。
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引用次数: 6
Dissolved Uranium and Arsenic in Unregulated Groundwater Sources – Western Navajo Nation 未管制的地下水源中溶解的铀和砷——西纳瓦霍族
IF 0.7 Pub Date : 2020-06-01 DOI: 10.1111/j.1936-704X.2020.03330.x
Lindsey Jones, Jonathan Credo, Roderic Parnell, Jani C. Ingram

Concentrations of dissolved uranium (U) and arsenic (As) above drinking water standards in unregulated water sources pose various human health risks. Although high natural background concentrations may occur in some environments (Runnells et al. 1992), anthropogenic contamination concerns are especially troublesome on the Navajo Nation (NN), where past U mining activity may have contaminated water supplies. This research investigated U and As groundwater contamination issues in unregulated wells in the western portion of the NN. Objectives of this research were to provide insights to human health risks by assessing the spatial extent and seasonal variability of U and As concentrations while effectively communicating the potential contamination risks to the local Navajo people. Eighty-two unregulated wells were sampled in 2018; nine of these sources exceeded the maximum contaminant level (MCL) for drinking water standards for U (30 µg/L), and 14 exceeded the MCL for drinking water standards for As (10 µg/L). U and As levels were highest in the southwest portion of the study area and seasonal variability was observed in a subset of wells, especially shallower hand dug wells and hand pumps. The results were compiled into a report that was presented to NN chapters included in the study as well as the Navajo Department of Water Resources and the NN Environmental Protection Agency. Implications for regional water quality patterns can help to direct policy recommendations for well monitoring, water use, and remediation targets.

在不受管制的水源中,溶解铀(U)和砷(As)的浓度超过饮用水标准,对人类健康构成各种风险。虽然在某些环境中可能会出现高的自然本底浓度(Runnells et al. 1992),但在纳瓦霍族(NN),人为污染问题尤其令人担忧,过去的铀开采活动可能已经污染了供水。本研究调查了美国西部非管制井地下水中铀和砷的污染问题。本研究的目的是通过评估铀和砷浓度的空间范围和季节变化,为人类健康风险提供见解,同时有效地向当地纳瓦霍人传达潜在的污染风险。2018年对82口非管制井进行了取样;其中9个污染源的U含量超过饮用水标准的最大污染物浓度(MCL)(30µg/L), 14个污染源的As含量超过饮用水标准的最大污染物浓度(MCL)(10µg/L)。U和As含量在研究区域的西南部分最高,并且在一些井中观察到季节性变化,特别是浅手挖井和手泵。研究结果被汇编成一份报告,提交给美国有线电视新闻网、纳瓦霍水利部和美国有线电视新闻网环境保护局。对区域水质模式的影响可以帮助指导有关水井监测、用水和补救目标的政策建议。
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引用次数: 13
Water in India and Kentucky: Developing an Online Curriculum with Field Experiences for High School Classes in Diverse Settings 印度和肯塔基州的水资源:为不同环境下的高中班级开发具有实地经验的在线课程
IF 0.7 Pub Date : 2020-01-11 DOI: 10.1111/j.1936-704X.2019.03322.x
Carol Hanley, Rebecca L. Freeman, Alan E. Fryar, Amanda R. Sherman, Esther Edwards

Maintaining access to sufficient amounts of clean water for human and environmental needs is a global challenge requiring education and community engagement. We developed a curriculum integrating field experiences with online modules focusing on the water cycle, water quality, and human impacts. This year-long curriculum connected nine public high schools in Kentucky with ten private, English-language schools in eastern India. Curriculum design was informed by the Next Generation Science Standards (the new U.S. education standards for science) and utilized freely available, open-access technology. Each instructional module included a narrated slideshow with general information and examples from Kentucky and India, exercises involving online data sets, and guidelines for class projects. Students developed creative products (e.g., posters and dramatic performances) for community outreach on water issues. Class projects involved literature reviews of local water bodies, collection of data using water-quality test kits, and submission of a research proposal, which was evaluated by scientific professionals with a background in hydrology. The highest-rated team from each country traveled to the other country to present their findings at a professional meeting or workshop. Eight of the Indian schools prepared video summaries of their projects, which were reviewed by an undergraduate class at the University of Kentucky. The curriculum and examples of student work are available on a publicly accessible website. Challenges faced during project implementation included difficulty in assessment of student products and, particularly for Kentucky schools, integrating activities into existing curricula. Nonetheless, the proposals, final papers, and other products indicated that students understood hydrologic concepts and were aware of water-quality issues.

保持获得足够数量的清洁水以满足人类和环境需求是一项全球性挑战,需要教育和社区参与。我们开发了一套课程,将实地经验与关注水循环、水质和人类影响的在线模块相结合。这个为期一年的课程将肯塔基州的九所公立高中与印度东部的十所私立英语学校连接起来。课程设计以下一代科学标准(美国新的科学教育标准)为依据,并利用了可免费获得的开放获取技术。每个教学模块都包括一个带旁白的幻灯片,其中包含肯塔基州和印度的一般信息和示例,涉及在线数据集的练习,以及课堂项目的指导方针。同学们制作创意产品(例如海报和戏剧表演),向社区宣传水问题。课堂项目包括对当地水体的文献综述,使用水质测试工具收集数据,并提交一份研究计划,由具有水文学背景的科学专业人员进行评估。来自每个国家的评分最高的团队前往另一个国家,在专业会议或研讨会上展示他们的发现。其中八所印度学校准备了他们项目的视频摘要,由肯塔基大学的一个本科班级审查。课程和学生作业范例可在一个公开访问的网站上获得。项目实施期间面临的挑战包括难以评估学生成果,以及将活动纳入现有课程,对肯塔基州的学校来说尤其如此。尽管如此,提案、期末论文和其他产品表明,学生理解水文学概念,并意识到水质问题。
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引用次数: 0
Simple Approaches to Examine Economic Impacts of Water Reallocations from Agriculture 检验农业调水经济影响的简单方法
IF 0.7 Pub Date : 2020-01-11 DOI: 10.1111/j.1936-704X.2019.03319.x
Ashley K. Bickel, Dari Duval, George B. Frisvold

Facing an anticipated shortage declaration on the Colorado River and reductions in surface water for agricultural use, rural stakeholder groups are concerned about how water cutbacks will affect their local economies. Local farm groups and county governments often lack the analytical tools to measure such impacts. While one can learn much from large-scale hydro-economic models, data, cost, and time limitations have been barriers to such model development. This article introduces three basic modeling approaches, using relatively low-cost and accessible data, to examine local economic impacts of water reallocations from agriculture. An empirical application estimates the effect of agricultural water reductions to Pinal County, Arizona, the county that would be most affected by a Colorado River Shortage Declaration. Water cutbacks to agriculture are modeled using two variants of a “rationing” model, which assumes that farmers will fallow their acres that generate the lowest gross returns (Rationing Model I) or the lowest net returns (Rationing Model II) per acre-foot of water. Rationing models have modest data requirements given that crop and region specific data are available. Building off these simpler rationing models, an input-output (I-O) model provides more detailed information about the impacts on different rural stakeholder groups as well as the impacts to non-agricultural sectors and the local tax base. Given imminent water cutbacks, access to low-cost data and information that are easy to interpret is essential for effective community dialogue.

面对科罗拉多河预计出现的短缺声明和农业用地表水的减少,农村利益相关者团体担心缺水将如何影响当地经济。当地农场团体和县政府往往缺乏衡量这种影响的分析工具。虽然人们可以从大型水利经济模型中学到很多东西,但数据、成本和时间限制一直是此类模型开发的障碍。本文介绍了三种基本的建模方法,使用相对低成本和可访问的数据,来检验农业水资源再分配对当地经济的影响。一个实证应用程序估计了农业用水减少对亚利桑那州皮纳尔县的影响,该县将受到科罗拉多河短缺宣言的最大影响。农业用水削减使用“配给”模型的两种变体进行建模,该模型假设农民将休耕每英亩英尺水产生最低总回报(配给模型I)或最低净回报(配给模式II)的英亩。鉴于作物和地区的具体数据可用,定量配给模型对数据的要求不高。在这些更简单的配给模型的基础上,投入产出(I-O)模型提供了关于对不同农村利益相关者群体的影响以及对非农业部门和地方税基的影响的更详细信息。鉴于即将削减用水,获得易于解释的低成本数据和信息对于有效的社区对话至关重要。
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引用次数: 1
A Survey of Perceptions and Attitudes about Water Issues in Oklahoma: A Comparative Study 俄克拉荷马州对水问题的看法和态度调查:比较研究
IF 0.7 Pub Date : 2020-01-11 DOI: 10.1111/j.1936-704X.2019.03321.x
Christopher J. Eck, Kevin L. Wagner, Binod Chapagain, Omkar Joshi

Understanding people’s perceptions of the environment, drinking water issues, and protecting and preserving water resources is of great importance. This study aims to assess and compare the perceptions of the general public (n = 414), post-secondary students (n = 103), and water professionals (n = 104) in Oklahoma on water issues in the state. To address these goals, a 53-item paper questionnaire was first administered to a randomly sampled mailing list of Oklahoma residents. As a follow up to the initial survey, post-secondary students at Oklahoma State University were sampled in addition to Oklahoma water professionals at regional conferences. Respondents ranged from 18 to over 65 years old, with all three demographics agreeing the top water priority to be clean drinking water. The majority were satisfied with their home water supply and felt it was safe to drink, while they were not sure of the quality of ground and/or surface water. Age was a key factor in information delivery and learning preferences as the older participants favored print material versus the younger demographic interest in technology. Data collected via this study provide insight into the perceptions, priorities, and learning preferences of these three populations. Despite our finding that clean water is a priority in Oklahoma, regardless of demographic, results suggest more education and outreach is needed to provide additional information regarding water in Oklahoma.

了解人们对环境、饮用水问题以及保护和保存水资源的看法非常重要。本研究旨在评估和比较俄克拉荷马州公众(n=414)、中学后学生(n=103)和水专业人员(n=104)对该州水问题的看法。为了实现这些目标,首先对俄克拉荷马州居民的随机抽样邮件列表进行了53项纸质问卷调查。作为初步调查的后续行动,除了俄克拉荷马州水务专业人员外,还在地区会议上对俄克拉荷马州立大学的中学后学生进行了抽样。受访者的年龄从18岁到65岁以上不等,所有三个人口统计数据都认为清洁饮用水是最重要的水资源。大多数人对家里的供水感到满意,觉得饮用是安全的,但他们不确定地下水和/或地表水的质量。年龄是信息传递和学习偏好的一个关键因素,因为年龄较大的参与者更喜欢印刷材料,而年轻人则对技术感兴趣。通过这项研究收集的数据可以深入了解这三个群体的感知、优先事项和学习偏好。尽管我们发现,无论人口结构如何,清洁水都是俄克拉荷马州的优先事项,但研究结果表明,需要更多的教育和宣传,以提供有关俄克拉荷马水的更多信息。
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引用次数: 14
A Review of Water Resources Education in Geography Departments in the United States 美国地理系水资源教育述评
IF 0.7 Pub Date : 2020-01-11 DOI: 10.1111/j.1936-704X.2019.03323.x
Mike Pease, Philip L. Chaney, Joseph Hoover

Geographers have long played an important role in water resources scholarship; however, academic literature has not focused on the teaching contributions of geographers in this area. To address this gap, we cataloged courses taught and faculty interests for geography departments in the United States with a stated focus on water resources. We identified 129 departments with both courses and faculty having water resources expertise. The majority of water-related courses focused on climatology or climate change, suggesting that students are regularly provided opportunities to learn about water topics primarily through the lens of climatology and water resources. We also summarize a panel organized at the 2017 American Association of Geographers Annual Conference that focused on water resources curriculum in geography programs. The panel discussed curriculum and pedagogical approaches, concluding that a water resources course syllabi repository would be beneficial for creating new and refining existing water resources courses. The panel also recommended that faculty consider incorporating water resources topics into their general education classes to concurrently enhance student learning opportunities and positively impact recruitment and interest in geography programs. Additionally, online education represents a substantial change in higher education that presents new challenges and opportunities for geographers. We hope these data and the summary of the panel session stimulate greater discussions of curricular needs across all disciplines that offer water resource focused courses.

地理学家长期以来在水资源研究中发挥着重要作用;然而,学术文献并未关注地理学家在这一领域的教学贡献。为了解决这一差距,我们对美国地理系教授的课程和教师的兴趣进行了编目,重点是水资源。我们发现129个系的课程和教员都有水资源方面的专长。大多数与水有关的课程侧重于气候学或气候变化,这表明学生有机会主要通过气候学和水资源的视角来学习有关水的主题。我们还总结了在2017年美国地理学家协会年会上组织的一个小组,该小组专注于地理课程中的水资源课程。小组讨论了课程和教学方法,结论是水资源课程教学大纲储存库将有利于创建新的和改进现有的水资源课程。该小组还建议教师考虑将水资源主题纳入他们的通识教育课程,同时增加学生的学习机会,并积极影响招生和对地理课程的兴趣。此外,在线教育代表了高等教育的重大变化,为地理学家带来了新的挑战和机遇。我们希望这些数据和小组会议的总结能够激发对所有学科的课程需求进行更大的讨论,这些学科提供以水资源为重点的课程。
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引用次数: 2
Reduced and Earlier Snowmelt Runoff Impacts Traditional Irrigation Systems 融雪径流减少和提前影响传统灌溉系统
IF 0.7 Pub Date : 2020-01-11 DOI: 10.1111/j.1936-704X.2019.03318.x
Yining Bai, Alexander Fernald, Vincent Tidwell, Thushara Gunda

Seasonal runoff from montane uplands is crucial for plant growth in agricultural communities of northern New Mexico. These communities typically employ traditional irrigation systems, called acequias, which rely mainly upon spring snowmelt runoff for irrigation. The trend of the past few decades is an increase in temperature, reduced snow pack, and earlier runoff from snowmelt across much of the western United States. In order to predict the potential impacts of changes in future climate a system dynamics model was constructed to simulate the surface water supplies in a montane upland watershed of a small irrigated community in northern New Mexico through the rest of the 21st century. End-term simulations of representative concentration pathways (RCP) 4.5 and 8.5 suggest that runoff during the months of April to August could be reduced by 22% and 56%, respectively. End-term simulations also displayed a shift in the beginning and peak of snowmelt runoff by up to one month earlier than current conditions. Results suggest that rising temperatures will drive reduced runoff in irrigation season and earlier snowmelt runoff in the dry season towards the end of the 21st century. Modeled results suggest that climate change leads to runoff scheme shift and increased frequency of drought; due to the uncontemporaneous of irrigation season and runoff scheme, water shortage will increase. Potential impacts of climate change scenarios and mitigation strategies should be further investigated to ensure the resilience of traditional agricultural communities in New Mexico and similar regions.

来自山地高地的季节性径流对新墨西哥州北部农业社区的植物生长至关重要。这些社区通常采用传统的灌溉系统,称为acequias,主要依靠春季融雪径流进行灌溉。过去几十年的趋势是,美国西部大部分地区的气温上升,积雪减少,融雪径流提前。为了预测未来气候变化的潜在影响,建立了一个系统动力学模型,以模拟21世纪剩余时间新墨西哥州北部一个小型灌溉社区的山地高地流域的地表水供应。代表性浓度路径(RCP)4.5和8.5的期末模拟表明,4月至8月的径流量可能分别减少22%和56%。期末模拟还显示,融雪径流的开始和峰值比当前条件提前了一个月。结果表明,到21世纪末,气温上升将导致灌溉季节的径流减少,旱季的融雪径流提前。模拟结果表明,气候变化导致径流方案的改变和干旱频率的增加;由于灌溉季节和径流方案的不协调,水资源短缺将加剧。应进一步调查气候变化情景和缓解战略的潜在影响,以确保新墨西哥州和类似地区传统农业社区的复原力。
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引用次数: 1
Investigating Relationship Between Soil Moisture and Precipitation Globally Using Remote Sensing Observations 基于遥感观测的全球土壤水分与降水关系研究
IF 0.7 Pub Date : 2020-01-11 DOI: 10.1111/j.1936-704X.2019.03324.x
Robin Sehler, Jingjing Li, JT Reager, Hengchun Ye

The complex relationship between precipitation and soil moisture plays a critical role in land surface hydrology. Traditionally, the analysis of this relationship is restricted by the spatial coverage of both soil moisture and precipitation data that are collected through in-situ observations at limited locations. In this study, we utilized the National Aeronautics and Space Administration (NASA)’s remote sensing products of soil moisture (SMAP: Soil Moisture Active Passive) and precipitation (TRMM: Tropical Rainfall Measuring Mission), which provide near-global coverage, to investigate the co-variation of precipitation and soil moisture regionally, as a function of ecosystem types and climate regimes. We apply information on land cover and climate regimes to provide insight about correlation strength of soil moisture and precipitation. The results indicate that most of the globe has a moderate to strong positive correlation of SMAP soil moisture and TRMM precipitation data during the study period. In relation to land cover, soil moisture and precipitation have the strongest correlations in regions of limited vegetation, whereas forests and densely vegetated regions have weaker correlations. As for climate regimes, they have the strongest correlations in arid or cold regions, and weaker correlations in humid, temperate locations. While remotely sensed soil moisture data are less reliable in dense vegetation, these results confirm that drier, less vegetated climates show a highly linear relationship between soil moisture and rainfall.

降水和土壤水分之间的复杂关系在地表水文中起着至关重要的作用。传统上,这种关系的分析受到土壤湿度和降水数据的空间覆盖率的限制,这些数据是通过在有限位置进行现场观测收集的。在这项研究中,我们利用美国国家航空航天局(NASA)的土壤湿度遥感产品(SMAP:土壤湿度主动-被动)和降水遥感产品(TRMM:热带降雨测量任务),提供了接近全球的覆盖范围,以调查降水和土壤湿度在区域内的共同变化,作为生态系统类型和气候制度的函数。我们应用土地覆盖和气候状况的信息来深入了解土壤水分和降水的相关性强度。结果表明,在研究期间,全球大部分地区的SMAP土壤湿度和TRMM降水数据具有中等到强烈的正相关关系。就土地覆盖而言,在植被有限的地区,土壤水分和降水的相关性最强,而森林和植被茂密的地区的相关性较弱。至于气候状况,它们在干旱或寒冷地区的相关性最强,在潮湿、温带地区的相关性较弱。虽然遥感土壤湿度数据在茂密的植被中不太可靠,但这些结果证实,更干燥、植被较少的气候显示出土壤湿度和降雨量之间的高度线性关系。
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引用次数: 57
期刊
Journal of Contemporary Water Research & Education
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