首页 > 最新文献

Environmental Earth Sciences最新文献

英文 中文
Evaluation of infiltration models based on simple multicriteria decision making across various soil types and land uses in India 基于简单多标准决策的印度不同土壤类型和土地利用的渗透模型评估
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-27 DOI: 10.1007/s12665-024-11872-z
Tridiv Ghosh, Bappa Das, Debasish Roy, Debashis Chakraborty, Deepak Sethi

Characterization of soil infiltration is crucial for designing and assessing hydrological processes. The study aimed to characterize the infiltration across various soil types (ranging from fine to moderately coarse in texture), agricultural land uses (including paddy fields, fallow lands, and upland crops) and major soil groups in India using Kostiakov, Philip, Horton, Holtan, Green and Ampt, and modified Kostiakov models. The mean basic infiltration rate was maximum in medium-texture soil (7.0 cm h− 1), followed by moderately fine (4.6 cm h− 1), fine (3.7 cm h− 1), and moderately coarse (3.2 cm h− 1) soils. Under paddy, fallow land uses and upland crops, the values of basic infiltration rate were 2.5, 4.1 and 5.3 cm h− 1, respectively. Across major soil groups, a significant variations in basic infiltration rates were observed among different soil types. Particularly, the highest infiltration rate was recorded in brown hill soil (8.1 cm h− 1); conversely, the lowest infiltration rate was in black soil (3.2 cm h− 1), attributed to the predominance of montmorillonite clay. By using rank-based multicriteria decision making, the Philip model was found to be the overall best-performing model. The Kostiakov model came in close second phase. Moreover, depending on the kind of land cover, Philip model outperformed other models, while Kostiakov fared better in upland crops and paddy fields. Additionally, Philip’s model also performed better than other infiltration models across a range of soil textures. The study emphasized the significane of choosing suitable models to appropriately quantify the infiltration across a range of hydrological and agricultural contexts by highlighting the effects of soil texture, land use, and soil type on infiltration rates.

土壤入渗特征对于设计和评估水文过程至关重要。这项研究旨在利用 Kostiakov、Philip、Horton、Holtan、Green 和 Ampt 以及修正的 Kostiakov 模型,分析印度各种土壤类型(质地从细粒到中等粗粒不等)、农田用途(包括水田、休耕地和高地作物)和主要土壤类别的渗透特征。中等质地土壤(7.0 厘米/小时-1)的平均基本渗透率最高,其次是中等细粒土壤(4.6 厘米/小时-1)、细粒土壤(3.7 厘米/小时-1)和中等粗粒土壤(3.2 厘米/小时-1)。在水稻田、休耕地和高地作物下,基本渗透率值分别为 2.5、4.1 和 5.3 厘米/小时-1。在主要土壤类别中,不同土壤类型的基本渗透率差异显著。特别是,褐山丘土壤的入渗率最高(8.1 厘米/小时-1);相反,黑土的入渗率最低(3.2 厘米/小时-1),这主要归因于蒙脱石粘土居多。通过基于等级的多标准决策,发现 Philip 模型是总体表现最佳的模型。Kostiakov 模型紧随其后。此外,根据土地覆被的种类,Philip 模型的表现优于其他模型,而 Kostiakov 模型在高地作物和水田的表现更好。此外,Philip 模型在各种土壤质地中的表现也优于其他渗透模型。通过强调土壤质地、土地利用和土壤类型对入渗率的影响,该研究强调了选择合适的模型来适当量化各种水文和农业环境中的入渗情况的重要性。
{"title":"Evaluation of infiltration models based on simple multicriteria decision making across various soil types and land uses in India","authors":"Tridiv Ghosh,&nbsp;Bappa Das,&nbsp;Debasish Roy,&nbsp;Debashis Chakraborty,&nbsp;Deepak Sethi","doi":"10.1007/s12665-024-11872-z","DOIUrl":"10.1007/s12665-024-11872-z","url":null,"abstract":"<div><p>Characterization of soil infiltration is crucial for designing and assessing hydrological processes. The study aimed to characterize the infiltration across various soil types (ranging from fine to moderately coarse in texture), agricultural land uses (including paddy fields, fallow lands, and upland crops) and major soil groups in India using Kostiakov, Philip, Horton, Holtan, Green and Ampt, and modified Kostiakov models. The mean basic infiltration rate was maximum in medium-texture soil (7.0 cm h<sup>− 1</sup>), followed by moderately fine (4.6 cm h<sup>− 1</sup>), fine (3.7 cm h<sup>− 1</sup>), and moderately coarse (3.2 cm h<sup>− 1</sup>) soils. Under paddy, fallow land uses and upland crops, the values of basic infiltration rate were 2.5, 4.1 and 5.3 cm h<sup>− 1</sup>, respectively. Across major soil groups, a significant variations in basic infiltration rates were observed among different soil types. Particularly, the highest infiltration rate was recorded in brown hill soil (8.1 cm h<sup>− 1</sup>); conversely, the lowest infiltration rate was in black soil (3.2 cm h<sup>− 1</sup>), attributed to the predominance of montmorillonite clay. By using rank-based multicriteria decision making, the Philip model was found to be the overall best-performing model. The Kostiakov model came in close second phase. Moreover, depending on the kind of land cover, Philip model outperformed other models, while Kostiakov fared better in upland crops and paddy fields. Additionally, Philip’s model also performed better than other infiltration models across a range of soil textures. The study emphasized the significane of choosing suitable models to appropriately quantify the infiltration across a range of hydrological and agricultural contexts by highlighting the effects of soil texture, land use, and soil type on infiltration rates.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142414541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Definition of characteristic subsidence parameters. A case study in the Catalan potassium basin 特征沉降参数的定义。加泰罗尼亚钾盆地案例研究
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-26 DOI: 10.1007/s12665-024-11849-y
Nor Sidki-Rius, Marc Bascompta, Lluís Sanmiquel, Maria Teresa Yubero

Subsidence is one of the main environmental impacts of underground mining worldwide. Besides, the increasing complexity of underground mining due to greater depths and interaction with inhabited and environmentally sensitive areas can lead to challenges that may threaten the viability of mining due to phenomena such as subsidence. This research aims to increase the knowledge about surface subsidence due to underground mining, characterising the main factors that rule mining subsidence utilising an actual mine that extracts potash. The calculation methodology was based on 74 sections of the subsidence basin, using GPS measurements and the InSAR technique, with data collected over twelve nonconsecutive years from 1995 to 2021. Thus, three different active areas and one residual area were determined. Average boundary angles and their average distances of influence for the active regions have also been determined. Furthermore, using the least squares method, the subsidence basin curve was defined using a Gaussian function. The algorithm that governs the subsidence process has been successfully calculated, allowing the approximation of the deformation of any point within an area of interest. The novelty of this paper is twofold: the results obtained provide a detailed subsidence behaviour and a prediction model of the case study. Furthermore, the methodology implemented can be applied to other subsidence basins with mines in their area of influence. Hence improving the surface mining area’s safety levels and managing the environmental impacts.

沉降是全球地下采矿对环境造成的主要影响之一。此外,地下采矿的复杂性与日俱增,因为其深度更大,并与居住区和环境敏感区域相互影响,这可能会带来挑战,并可能因沉降等现象而威胁采矿的可行性。这项研究旨在增加人们对地下采矿引起的地表沉降的了解,利用一个实际的钾盐开采矿山来描述导致采矿沉降的主要因素。计算方法基于沉陷盆地的 74 个断面,使用 GPS 测量和 InSAR 技术,收集 1995 年至 2021 年 12 个非连续年的数据。因此,确定了三个不同的活动区域和一个残留区域。还确定了活动区域的平均边界角及其平均影响距离。此外,利用最小二乘法,使用高斯函数定义了沉降盆地曲线。成功计算出了控制沉降过程的算法,从而可以近似计算感兴趣区域内任意点的变形。本文的新颖之处有两点:所获得的结果提供了详细的沉降行为和案例研究的预测模型。此外,所采用的方法还可应用于影响区内有矿山的其他沉陷盆地。因此,可提高露天采矿区的安全水平并管理对环境的影响。
{"title":"Definition of characteristic subsidence parameters. A case study in the Catalan potassium basin","authors":"Nor Sidki-Rius,&nbsp;Marc Bascompta,&nbsp;Lluís Sanmiquel,&nbsp;Maria Teresa Yubero","doi":"10.1007/s12665-024-11849-y","DOIUrl":"10.1007/s12665-024-11849-y","url":null,"abstract":"<div><p>Subsidence is one of the main environmental impacts of underground mining worldwide. Besides, the increasing complexity of underground mining due to greater depths and interaction with inhabited and environmentally sensitive areas can lead to challenges that may threaten the viability of mining due to phenomena such as subsidence. This research aims to increase the knowledge about surface subsidence due to underground mining, characterising the main factors that rule mining subsidence utilising an actual mine that extracts potash. The calculation methodology was based on 74 sections of the subsidence basin, using GPS measurements and the InSAR technique, with data collected over twelve nonconsecutive years from 1995 to 2021. Thus, three different active areas and one residual area were determined. Average boundary angles and their average distances of influence for the active regions have also been determined. Furthermore, using the least squares method, the subsidence basin curve was defined using a Gaussian function. The algorithm that governs the subsidence process has been successfully calculated, allowing the approximation of the deformation of any point within an area of interest. The novelty of this paper is twofold: the results obtained provide a detailed subsidence behaviour and a prediction model of the case study. Furthermore, the methodology implemented can be applied to other subsidence basins with mines in their area of influence. Hence improving the surface mining area’s safety levels and managing the environmental impacts.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12665-024-11849-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142414079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of recent floods on river morphology of Upper Krishna River: a decadal analysis using remote sensing approach 近期洪水对克里希纳河上游河道形态的影响:利用遥感方法进行的十年期分析
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11850-5
Preetam Choudhary, Adani Azhoni, C. P. Devatha

Alluvial rivers are dynamic landscapes on the earth’s surface that evolve with time. While many studies have examined the immediate effects of floods on river channels, there is a lack of research that investigates the longer-term evolution of river morphology following such events. The present study was carried out on the Upper Krishna River which flows between the southern part of Maharashtra and the northern part of Karnataka states in India for 375 Km. The morphological parameters were analyzed for three decades (1991–2021) and the year 2019 with the highest flood level was also considered for change analysis. The assessment was done for change in active channel area, mean width, bank line migration, sinuosity index, and erosion-accretion. The land use classification was also analyzed for the study period to understand the exposure to future floods. The spatial data was retrieved from different satellite missions and analyzed with the help of Remote Sensing (RS) and Geographical Information System (GIS). The river was divided into seven segments (R1, R2, R3, R4, R5, R6, and R7) and bank lines were digitised manually to minimise possible errors. The results show that during the study period, the river channel has been modified in terms of active channel area expansion in the R1, R5, R6, and R7, and erosion was found the dominating process while the left bank was more erosive than the right bank of the river. The built-up area was seen going through a major expansion than any other land use class. The discharge and sediment data confirm the flood years (1994, 2005, 2006, and 2019) which accelerated the morphological activity in the river segment. The results of the study provide new insights related to short-term morphological changes in the Upper Krishna River and can be used by policymakers and managers to carry out future development plans and river training work at affected sites.

冲积河流是地球表面随时间演变的动态景观。虽然许多研究都探讨了洪水对河道的直接影响,但缺乏对洪水过后河流形态长期演变的研究。本研究针对流经印度马哈拉施特拉邦南部和卡纳塔克邦北部之间长达 375 公里的克里希纳河上游进行,分析了三十年(1991-2021 年)的形态参数,并考虑了洪水位最高的 2019 年的变化分析。对活动河道面积、平均宽度、岸线迁移、蜿蜒指数和侵蚀-增量的变化进行了评估。还对研究期间的土地利用分类进行了分析,以了解未来洪水的风险。空间数据来自不同的卫星任务,并在遥感(RS)和地理信息系统(GIS)的帮助下进行了分析。河流被划分为七个河段(R1、R2、R3、R4、R5、R6 和 R7),河岸线以人工方式数字化,以尽量减少可能出现的误差。结果表明,在研究期间,R1、R5、R6 和 R7 的河道在活动河道面积扩大方面发生了变化,侵蚀是主要过程,而左岸比右岸更具侵蚀性。与其他土地利用类型相比,建筑密集区的河道扩张程度更大。排水量和沉积物数据证实,洪水年份(1994 年、2005 年、2006 年和 2019 年)加速了该河段的形态活动。研究结果为克里希纳河上游的短期形态变化提供了新的视角,可供决策者和管理者在受影响地区开展未来的开发计划和河流治理工作时参考。
{"title":"Impact of recent floods on river morphology of Upper Krishna River: a decadal analysis using remote sensing approach","authors":"Preetam Choudhary,&nbsp;Adani Azhoni,&nbsp;C. P. Devatha","doi":"10.1007/s12665-024-11850-5","DOIUrl":"10.1007/s12665-024-11850-5","url":null,"abstract":"<div><p>Alluvial rivers are dynamic landscapes on the earth’s surface that evolve with time. While many studies have examined the immediate effects of floods on river channels, there is a lack of research that investigates the longer-term evolution of river morphology following such events. The present study was carried out on the Upper Krishna River which flows between the southern part of Maharashtra and the northern part of Karnataka states in India for 375 Km. The morphological parameters were analyzed for three decades (1991–2021) and the year 2019 with the highest flood level was also considered for change analysis. The assessment was done for change in active channel area, mean width, bank line migration, sinuosity index, and erosion-accretion. The land use classification was also analyzed for the study period to understand the exposure to future floods. The spatial data was retrieved from different satellite missions and analyzed with the help of Remote Sensing (RS) and Geographical Information System (GIS). The river was divided into seven segments (R1, R2, R3, R4, R5, R6, and R7) and bank lines were digitised manually to minimise possible errors. The results show that during the study period, the river channel has been modified in terms of active channel area expansion in the R1, R5, R6, and R7, and erosion was found the dominating process while the left bank was more erosive than the right bank of the river. The built-up area was seen going through a major expansion than any other land use class. The discharge and sediment data confirm the flood years (1994, 2005, 2006, and 2019) which accelerated the morphological activity in the river segment. The results of the study provide new insights related to short-term morphological changes in the Upper Krishna River and can be used by policymakers and managers to carry out future development plans and river training work at affected sites.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Landslides hazard, vulnerability and risk mapping in the data-poor region of northern Pakistan 巴基斯坦北部数据匮乏地区的山体滑坡危害、脆弱性和风险绘图
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11858-x
Yaseen Ullah, Muhammad Shafique, Lei Yu, Nisar Ali Shah

Landslides are devastating geological disasters in mountainous terrains around the world. The Chitral Valley, situated in the Eastern Hindu Kush Mountain ranges, is highly exposed to recurrent landslides posing a significant threat to urban growth, society, and the surrounding ecosystem. To assist in understanding and mitigating the landslide impacts, this study utilized statistical and geospatial modeling tools to develop a landslide hazard map and subsequently evaluate the vulnerability of the infrastructure and settlements to derive a risk map. A comprehensive landslide inventory was developed through on-screen digitization and field verification and compared with the predominant causative parameters to establish a landslide susceptibility index (LSI). The LSI map was analyzed with the precipitation and peak ground acceleration (PGA) data to generate the landslide hazard index (LHI). A semi-quantitative multi-criterion evaluation (MCE) technique was applied for the vulnerability assessment. Physical, environmental, and social vulnerability indexes were determined using direct and pairwise comparison matrices and integrated into a landslide vulnerability index (LVI). The landslide risk index map was developed by combining the hazard and vulnerability. The findings reveal that 37.25% of the region is categorized as shallow risk, with the remaining sections classified as low (62.22%), moderate (0.37%), high (0.11%), and very high risk (0.05%). The study findings are critical for the local authorities and policymakers to develop plans and policies for landslide-induced disaster risk reduction, landuse planning, and public involvement to reduce the vulnerabilities.

山体滑坡是世界各地山区的毁灭性地质灾害。吉德拉尔山谷位于东兴都库什山脉,经常发生山体滑坡,对城市发展、社会和周边生态系统构成严重威胁。为了帮助了解和减轻滑坡的影响,本研究利用统计和地理空间建模工具绘制了滑坡危害图,并随后评估了基础设施和居民点的脆弱性,从而绘制了风险图。通过屏幕数字化和实地验证,编制了一份全面的滑坡清单,并与主要成因参数进行比较,以确定滑坡易感指数(LSI)。将 LSI 地图与降水量和峰值地面加速度 (PGA) 数据进行分析,生成滑坡危险指数 (LHI)。脆弱性评估采用了半定量多标准评价(MCE)技术。利用直接和成对比较矩阵确定了物理、环境和社会脆弱性指数,并将其整合为滑坡脆弱性指数(LVI)。滑坡风险指数图是综合危险性和脆弱性绘制的。研究结果显示,该地区 37.25% 的区域被归类为浅度风险,其余地段被归类为低度风险(62.22%)、中度风险(0.37%)、高度风险(0.11%)和极高度风险(0.05%)。研究结果对于地方当局和决策者制定减少山体滑坡引发的灾害风险的计划和政策、土地利用规划和公众参与以降低脆弱性至关重要。
{"title":"Landslides hazard, vulnerability and risk mapping in the data-poor region of northern Pakistan","authors":"Yaseen Ullah,&nbsp;Muhammad Shafique,&nbsp;Lei Yu,&nbsp;Nisar Ali Shah","doi":"10.1007/s12665-024-11858-x","DOIUrl":"10.1007/s12665-024-11858-x","url":null,"abstract":"<div><p>Landslides are devastating geological disasters in mountainous terrains around the world. The Chitral Valley, situated in the Eastern Hindu Kush Mountain ranges, is highly exposed to recurrent landslides posing a significant threat to urban growth, society, and the surrounding ecosystem. To assist in understanding and mitigating the landslide impacts, this study utilized statistical and geospatial modeling tools to develop a landslide hazard map and subsequently evaluate the vulnerability of the infrastructure and settlements to derive a risk map. A comprehensive landslide inventory was developed through on-screen digitization and field verification and compared with the predominant causative parameters to establish a landslide susceptibility index (LSI). The LSI map was analyzed with the precipitation and peak ground acceleration (PGA) data to generate the landslide hazard index (LHI). A semi-quantitative multi-criterion evaluation (MCE) technique was applied for the vulnerability assessment. Physical, environmental, and social vulnerability indexes were determined using direct and pairwise comparison matrices and integrated into a landslide vulnerability index (LVI). The landslide risk index map was developed by combining the hazard and vulnerability. The findings reveal that 37.25% of the region is categorized as shallow risk, with the remaining sections classified as low (62.22%), moderate (0.37%), high (0.11%), and very high risk (0.05%). The study findings are critical for the local authorities and policymakers to develop plans and policies for landslide-induced disaster risk reduction, landuse planning, and public involvement to reduce the vulnerabilities.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on the weakening of mechanical properties and damage constitutive model of pre-cracked cyan sandstone after freeze–thaw cycles 冻融循环后预开裂青砂岩力学性能削弱及损伤构成模型研究
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11874-x
Wanru Li, Chunyang Zhang, Ercheng Zhao, Tao Tan, Qinglin Ren, Shibing Huang

Water-bearing fractured rock masses are prone to geological hazards due to freeze–thaw (FT) damage, which brings adverse effects on the stability of rock engineering. In order to study the FT damage characteristics of rocks, the intact and pre-cracked cyan sandstone samples were taken as the research objects, with pre-crack inclination angles β of 0°, 45°, and 90°, respectively. The effects of FT cycle on stress–strain curve, peak strength, apparent stiffness and FT coefficient of cyan sandstone samples were studied by uniaxial compression test. Based on macroscopic damage variables, a damage constitutive model of cyan sandstone is proposed combined with strain equivalence hypothesis and Weibull distribution hypothesis. Considering that the strain equivalence hypothesis is difficult to reflect the compaction effect of microcracks, the damage constitutive equation is modified by taking the ratio of the secant modulus of the actual stress–strain curve to that of the classical Lemaitre damage constitutive curve as the correction coefficient. The application results show that the modified constitutive model can well describe the stress–strain relationship of cyan sandstone before the peak strength, which verifies the reliability of the model parameters derived from the test data, and the practicability of the damage characterization method and correction coefficient. The results can provide theoretical reference for the study of FT damage of rocks in cold regions.

含水裂隙岩体容易因冻融(FT)破坏而产生地质灾害,给岩石工程的稳定性带来不利影响。为了研究岩石的冻融破坏特征,以完整和预裂缝青砂岩样品为研究对象,预裂缝倾角β分别为0°、45°和90°。通过单轴压缩试验研究了 FT 周期对青色砂岩样品的应力-应变曲线、峰值强度、表观刚度和 FT 系数的影响。根据宏观损伤变量,结合应变等效假说和威布尔分布假说,提出了青砂岩的损伤构成模型。考虑到应变等效假说难以反映微裂缝的压实效应,以实际应力-应变曲线的正割模量与经典 Lemaitre 损伤组成曲线的正割模量之比作为修正系数,对损伤组成方程进行了修正。应用结果表明,修正后的构成模型能很好地描述青砂岩在强度峰值前的应力应变关系,验证了由试验数据推导出的模型参数的可靠性,以及损伤表征方法和修正系数的实用性。研究结果可为寒冷地区岩石的 FT 破坏研究提供理论参考。
{"title":"Study on the weakening of mechanical properties and damage constitutive model of pre-cracked cyan sandstone after freeze–thaw cycles","authors":"Wanru Li,&nbsp;Chunyang Zhang,&nbsp;Ercheng Zhao,&nbsp;Tao Tan,&nbsp;Qinglin Ren,&nbsp;Shibing Huang","doi":"10.1007/s12665-024-11874-x","DOIUrl":"10.1007/s12665-024-11874-x","url":null,"abstract":"<div><p>Water-bearing fractured rock masses are prone to geological hazards due to freeze–thaw (FT) damage, which brings adverse effects on the stability of rock engineering. In order to study the FT damage characteristics of rocks, the intact and pre-cracked cyan sandstone samples were taken as the research objects, with pre-crack inclination angles <i>β</i> of 0°, 45°, and 90°, respectively. The effects of FT cycle on stress–strain curve, peak strength, apparent stiffness and FT coefficient of cyan sandstone samples were studied by uniaxial compression test. Based on macroscopic damage variables, a damage constitutive model of cyan sandstone is proposed combined with strain equivalence hypothesis and Weibull distribution hypothesis. Considering that the strain equivalence hypothesis is difficult to reflect the compaction effect of microcracks, the damage constitutive equation is modified by taking the ratio of the secant modulus of the actual stress–strain curve to that of the classical Lemaitre damage constitutive curve as the correction coefficient. The application results show that the modified constitutive model can well describe the stress–strain relationship of cyan sandstone before the peak strength, which verifies the reliability of the model parameters derived from the test data, and the practicability of the damage characterization method and correction coefficient. The results can provide theoretical reference for the study of FT damage of rocks in cold regions.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping soil erosion susceptibility: a comparison of neural networks and fuzzy-AHP techniques 绘制土壤侵蚀易感性地图:神经网络与模糊-AHP 技术的比较
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11869-8
Marzieh Mokarram, Hamid Reza Pourghasemi, John P. Tiefenbacher, Tam Minh Pham

The purpose of this research was to model areas prone to erosion in the Gol-Mehran catchment in southern Iran. For this purpose, the soil erosion map was determined using membership functions and analytic hierarchy process (AHP) determined the soil erosion map. Additionally, using the self-organizing map (SOM) and principal component analysis (PCA) methods, the most crucial parameters affecting gully erosion were extracted. Finally, soil erosion was predicted using a multilayer perceptron (MLP) and radial basis function. The results of the fuzzy AHP method with all data and the selected data with SOM and PCA demonstrated that areas located in the center of the region were prone to gully erosion. The results of this research also demonstrated that urban lands have expanded significantly, while vegetation has decreased from 1990 to 2019, which has had a significant impact on soil erosion. The results also showed that the MLP model, with R2 = 0.97, could accurately predict soil erosion.

这项研究的目的是为伊朗南部戈尔-梅赫兰集水区易受侵蚀的地区建立模型。为此,利用成员函数和层次分析法(AHP)确定了土壤侵蚀图。此外,利用自组织图(SOM)和主成分分析(PCA)方法,提取了影响沟壑侵蚀的最关键参数。最后,使用多层感知器(MLP)和径向基函数对土壤侵蚀进行了预测。采用模糊 AHP 方法处理所有数据以及采用 SOM 和 PCA 方法处理选定数据的结果表明,位于区域中心的地区容易发生沟壑侵蚀。研究结果还表明,从 1990 年到 2019 年,城市用地明显扩大,而植被却在减少,这对水土流失产生了重大影响。研究结果还表明,R2 = 0.97 的 MLP 模型可以准确预测土壤侵蚀。
{"title":"Mapping soil erosion susceptibility: a comparison of neural networks and fuzzy-AHP techniques","authors":"Marzieh Mokarram,&nbsp;Hamid Reza Pourghasemi,&nbsp;John P. Tiefenbacher,&nbsp;Tam Minh Pham","doi":"10.1007/s12665-024-11869-8","DOIUrl":"10.1007/s12665-024-11869-8","url":null,"abstract":"<div><p>The purpose of this research was to model areas prone to erosion in the Gol-Mehran catchment in southern Iran. For this purpose, the soil erosion map was determined using membership functions and analytic hierarchy process (AHP) determined the soil erosion map. Additionally, using the self-organizing map (SOM) and principal component analysis (PCA) methods, the most crucial parameters affecting gully erosion were extracted. Finally, soil erosion was predicted using a multilayer perceptron (MLP) and radial basis function. The results of the fuzzy AHP method with all data and the selected data with SOM and PCA demonstrated that areas located in the center of the region were prone to gully erosion. The results of this research also demonstrated that urban lands have expanded significantly, while vegetation has decreased from 1990 to 2019, which has had a significant impact on soil erosion. The results also showed that the MLP model, with R<sup>2</sup> = 0.97, could accurately predict soil erosion.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The estimation of the pH of CO2-saturated water/brine binary systems under CO2 saline aquifer storage conditions 二氧化碳盐水蓄水层储存条件下二氧化碳饱和水/卤水二元系统的 pH 值估算
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11836-3
Qingnan Xue, Meiheriayi Mutailipu, Yande Yang, Fusheng Xue, Qi Wang

Carbon capture and storage (CCS) is a method of reducing carbon dioxide (CO2) emissions, which could be crucial in addressing global warming. Accurately estimating the pH of CO2-saturated water/brine binary systems is an important physical–chemical property of reservoir fluids at CO2 injection sites. Although there has been substantial research on the pH of CO2-saturated brines, it mainly focuses on brine systems containing monovalent cations. Research on the pH of brine systems containing bivalent cations is lacking. The aim of this paper is to develop a chemical equilibrium model based on pressure–volume–temperature (PVT) data around the mechanism of CO2 dissolution–acidification and the CO2 chemical equilibrium process in brine aquifers, which can be used to predict the pH value of the CO2-saturated brine system (0–4 mol kg−1) under high-temperature (273–473 K) and high-pressure (up to 100 MPa) conditions. The model employs phase equilibrium equations to describe the CO2-water/brine dissolution–acidification process, with corrections to the CO2 activity coefficient part of the Spycher and Pruess model. The results showed that the predicted pH values were in good agreement with the experimental data. The pH of the CO2-saturated CaCl2(aq) and MgCl2(aq) systems was predicted using both a chemical equilibrium model and the PHREEQC geochemical simulator based on the Pitzer model. The differences in the predicted values of the two models were analyzed. Based on the process of CO2 dissolution acidification, a reliable empirical equation was established to calculate the pH of CO2-saturated water/brine system, and it was applied to the storage of CO2 brine layer.

碳捕集与封存(CCS)是一种减少二氧化碳(CO2)排放的方法,对解决全球变暖问题至关重要。准确估算二氧化碳饱和水/盐水二元体系的 pH 值是二氧化碳注入地点储层流体的一个重要物理化学特性。虽然对二氧化碳饱和盐水的 pH 值已有大量研究,但主要集中在含单价阳离子的盐水系统上。对含有二价阳离子的盐水系统 pH 值的研究还很缺乏。本文旨在围绕卤水含水层中二氧化碳溶解-酸化机理和二氧化碳化学平衡过程,建立一个基于压力-体积-温度(PVT)数据的化学平衡模型,该模型可用于预测高温(273-473 K)和高压(高达 100 MPa)条件下二氧化碳饱和卤水体系(0-4 mol kg-1)的 pH 值。该模型采用相平衡方程来描述二氧化碳-水/盐水的溶解-酸化过程,并对 Spycher 和 Pruess 模型的二氧化碳活性系数部分进行了修正。结果表明,预测的 pH 值与实验数据十分吻合。使用化学平衡模型和基于 Pitzer 模型的 PHREEQC 地球化学模拟器预测了二氧化碳饱和 CaCl2(aq)和 MgCl2(aq)体系的 pH 值。分析了两个模型预测值的差异。根据二氧化碳溶解酸化过程,建立了计算二氧化碳饱和水/盐水体系 pH 值的可靠经验方程,并将其应用于二氧化碳盐水层的封存。
{"title":"The estimation of the pH of CO2-saturated water/brine binary systems under CO2 saline aquifer storage conditions","authors":"Qingnan Xue,&nbsp;Meiheriayi Mutailipu,&nbsp;Yande Yang,&nbsp;Fusheng Xue,&nbsp;Qi Wang","doi":"10.1007/s12665-024-11836-3","DOIUrl":"10.1007/s12665-024-11836-3","url":null,"abstract":"<div><p>Carbon capture and storage (CCS) is a method of reducing carbon dioxide (CO<sub>2</sub>) emissions, which could be crucial in addressing global warming. Accurately estimating the <i>p</i>H of CO<sub>2</sub>-saturated water/brine binary systems is an important physical–chemical property of reservoir fluids at CO<sub>2</sub> injection sites. Although there has been substantial research on the<i> p</i>H of CO<sub>2</sub>-saturated brines, it mainly focuses on brine systems containing monovalent cations. Research on the <i>p</i>H of brine systems containing bivalent cations is lacking. The aim of this paper is to develop a chemical equilibrium model based on pressure–volume–temperature (<i>PVT</i>) data around the mechanism of CO<sub>2</sub> dissolution–acidification and the CO<sub>2</sub> chemical equilibrium process in brine aquifers, which can be used to predict the <i>p</i>H value of the CO<sub>2</sub>-saturated brine system (0–4 mol kg<sup>−1</sup>) under high-temperature (273–473 K) and high-pressure (up to 100 MPa) conditions. The model employs phase equilibrium equations to describe the CO<sub>2</sub>-water/brine dissolution–acidification process, with corrections to the CO<sub>2</sub> activity coefficient part of the Spycher and Pruess model. The results showed that the predicted <i>p</i>H values were in good agreement with the experimental data. The <i>p</i>H of the CO<sub>2</sub>-saturated CaCl<sub>2</sub>(aq) and MgCl<sub>2</sub>(aq) systems was predicted using both a chemical equilibrium model and the PHREEQC geochemical simulator based on the Pitzer model. The differences in the predicted values of the two models were analyzed. Based on the process of CO<sub>2</sub> dissolution acidification, a reliable empirical equation was established to calculate the <i>p</i>H of CO<sub>2</sub>-saturated water/brine system, and it was applied to the storage of CO<sub>2</sub> brine layer.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Removal of copper from the vineyard land of Pješivci (Montenegro) using amino acids 利用氨基酸去除 Pješivci(黑山)葡萄园中的铜
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11875-w
Vlatko Kastratović, Bojana Knežević

Copper compounds in the form of fungicides are most commonly used as a measure of protection against vine diseases. Typically, around a dozen treatments are done throughout a year with a dispersion of approximately 5–10 kg of Cu per hectare. For many years, the remediation of heavy metals has often involved the use of ex-situ soil washing with chelating reagents. Amino acids have a lower metal chelation capability compared to EDTA and its derivatives, but they have numerous other advantages in comparison. The main goal of this research was to investigate the ability of 9 amino acids and one dipeptide to extract Cu from various vineyard soil samples and compare their chelating ability with other ‘green’ chelating agents. The average content of Cu extracted with amino acids is 34.7 ± 16.7 mg/kg or 30.3 ± 5.43 wt% relative to the pseudo-total content. This is more than what was extracted with carboxylic acid salts (9.91 ± 7.49 mg/kg or 8.45 ± 5.56 wt%) but less than with EDTA (98.5 ± 42.7 mg/kg or 79.9 ± 7.12 wt%). The descending order of tested amino acids relative to the removed Cu (mg/kg) is: His > Ser > Thr > Leu > Gly > Val > Phe > Gly-Gly ~ Ala > Arg. The results of this paper show that the amino acid structure is the most important factor for efficient Cu extraction, while the physicochemical properties of the vineyard soil have less impact.

杀菌剂形式的铜化合物最常用于预防葡萄树病害。通常情况下,一年中要进行十几次处理,每公顷施用约 5-10 公斤铜。多年来,重金属的修复通常是使用螯合试剂对土壤进行原位清洗。与乙二胺四乙酸(EDTA)及其衍生物相比,氨基酸的金属螯合能力较低,但与之相比,氨基酸具有许多其他优点。这项研究的主要目的是调查 9 种氨基酸和 1 种二肽从各种葡萄园土壤样本中提取铜的能力,并比较它们与其他 "绿色 "螯合剂的螯合能力。用氨基酸提取的铜的平均含量为 34.7 ± 16.7 mg/kg,相对于假总含量为 30.3 ± 5.43 wt%。这比用羧酸盐提取的含量(9.91 ± 7.49 mg/kg 或 8.45 ± 5.56 wt%)高,但比用乙二胺四乙酸提取的含量(98.5 ± 42.7 mg/kg 或 79.9 ± 7.12 wt%)低。测试的氨基酸相对于去除的铜(毫克/千克)的降序为His > Ser > Thr > Leu > Gly > Val > Phe > Gly-Gly ~ Ala > Arg。本文的研究结果表明,氨基酸结构是有效提取铜的最重要因素,而葡萄园土壤的理化性质对其影响较小。
{"title":"Removal of copper from the vineyard land of Pješivci (Montenegro) using amino acids","authors":"Vlatko Kastratović,&nbsp;Bojana Knežević","doi":"10.1007/s12665-024-11875-w","DOIUrl":"10.1007/s12665-024-11875-w","url":null,"abstract":"<div><p>Copper compounds in the form of fungicides are most commonly used as a measure of protection against vine diseases. Typically, around a dozen treatments are done throughout a year with a dispersion of approximately 5–10 kg of Cu per hectare. For many years, the remediation of heavy metals has often involved the use of ex-situ soil washing with chelating reagents. Amino acids have a lower metal chelation capability compared to EDTA and its derivatives, but they have numerous other advantages in comparison. The main goal of this research was to investigate the ability of 9 amino acids and one dipeptide to extract Cu from various vineyard soil samples and compare their chelating ability with other ‘green’ chelating agents. The average content of Cu extracted with amino acids is 34.7 ± 16.7 mg/kg or 30.3 ± 5.43 wt% relative to the pseudo-total content. This is more than what was extracted with carboxylic acid salts (9.91 ± 7.49 mg/kg or 8.45 ± 5.56 wt%) but less than with EDTA (98.5 ± 42.7 mg/kg or 79.9 ± 7.12 wt%). The descending order of tested amino acids relative to the removed Cu (mg/kg) is: His &gt; Ser &gt; Thr &gt; Leu &gt; Gly &gt; Val &gt; Phe &gt; Gly-Gly ~ Ala &gt; Arg. The results of this paper show that the amino acid structure is the most important factor for efficient Cu extraction, while the physicochemical properties of the vineyard soil have less impact.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping urban flood susceptibility in Ouagadougou, Burkina Faso 绘制布基纳法索瓦加杜古城市易受洪水影响的地图
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11871-0
Karim Traoré, Tazen Fowe, Mathieu Ouédraogo, Malicki Zorom, Maïmouna Bologo/Traoré, Patrice Toé, Harouna Karambiri

Ouagadougou, the capital city of Burkina Faso, is facing significant economic and social damages due to recurring floods. This study aimed to develop a flood susceptibility map for Ouagadougou using a logistic regression (LR) model and 14 flood conditioning factors, including elevation, slope, aspect, profile curvature, plan curvature, topographic position index (TPI), topographic roughness index (TRI), flow direction, topographic wetness index (TWI), distance to river, rainfall, land use/land cover (LULC), normalized difference vegetation index (NDVI) and soil type. A historical flood inventory map was created from household survey data, identifying 1026 flooded sites which were divided into a training dataset (70%) and a validation dataset (30%). The factors that had a statistically significant influence (p-value < 0.05 and │Z│ > 1.96) at the 95% confidence level were, in order of importance, elevation, distance to river, rainfall, plan curvature and NDVI. The receiver operating characteristic (ROC) curve method was used to validate the model. The area under the curve (AUC) values of the model were 81% for the prediction rate and 82% for the success rate indicating its effectiveness in identifying areas susceptible to flooding. The results showed that 18.48% of the city is very high susceptible to flooding, 18.99% has high susceptibility, 18.43% has moderate susceptibility, and 19.98% and 24.18% have low and very low susceptibility, respectively. This research provides valuable information for policy makers to develop effective flood prevention and urban development strategies.

瓦加杜古是布基纳法索的首都,由于洪水频发,该城市正面临着巨大的经济和社会损失。本研究旨在利用逻辑回归(LR)模型和 14 个洪水影响因子,包括海拔、坡度、坡向、剖面曲率、平面曲率、地形位置指数(TPI)、地形粗糙度指数(TRI)、流向、地形湿润指数(TWI)、河流距离、降雨量、土地利用/土地覆盖(LULC)、归一化差异植被指数(NDVI)和土壤类型,绘制瓦加杜古洪水易发区地图。根据家庭调查数据绘制了历史洪水清单图,确定了 1026 个洪水淹没地点,并将其分为训练数据集(70%)和验证数据集(30%)。在 95% 的置信水平下,具有显著统计学影响(p 值为 0.05,│Z│为 1.96)的因素依次为海拔高度、与河流的距离、降雨量、平面曲率和 NDVI。采用接收者操作特征曲线(ROC)法对模型进行验证。该模型的预测率曲线下面积(AUC)值为 81%,成功率为 82%,表明其在识别易受洪水影响地区方面的有效性。结果显示,该市 18.48% 的地区极易受洪水影响,18.99% 的地区易受洪水影响,18.43% 的地区易受洪水影响程度中等,19.98% 的地区易受洪水影响程度较低,24.18% 的地区易受洪水影响程度很低。这项研究为决策者制定有效的防洪和城市发展战略提供了宝贵的信息。
{"title":"Mapping urban flood susceptibility in Ouagadougou, Burkina Faso","authors":"Karim Traoré,&nbsp;Tazen Fowe,&nbsp;Mathieu Ouédraogo,&nbsp;Malicki Zorom,&nbsp;Maïmouna Bologo/Traoré,&nbsp;Patrice Toé,&nbsp;Harouna Karambiri","doi":"10.1007/s12665-024-11871-0","DOIUrl":"10.1007/s12665-024-11871-0","url":null,"abstract":"<div><p>Ouagadougou, the capital city of Burkina Faso, is facing significant economic and social damages due to recurring floods. This study aimed to develop a flood susceptibility map for Ouagadougou using a logistic regression (LR) model and 14 flood conditioning factors, including elevation, slope, aspect, profile curvature, plan curvature, topographic position index (TPI), topographic roughness index (TRI), flow direction, topographic wetness index (TWI), distance to river, rainfall, land use/land cover (LULC), normalized difference vegetation index (NDVI) and soil type. A historical flood inventory map was created from household survey data, identifying 1026 flooded sites which were divided into a training dataset (70%) and a validation dataset (30%). The factors that had a statistically significant influence (p-value &lt; 0.05 and │Z│ &gt; 1.96) at the 95% confidence level were, in order of importance, elevation, distance to river, rainfall, plan curvature and NDVI. The receiver operating characteristic (ROC) curve method was used to validate the model. The area under the curve (AUC) values of the model were 81% for the prediction rate and 82% for the success rate indicating its effectiveness in identifying areas susceptible to flooding. The results showed that 18.48% of the city is very high susceptible to flooding, 18.99% has high susceptibility, 18.43% has moderate susceptibility, and 19.98% and 24.18% have low and very low susceptibility, respectively. This research provides valuable information for policy makers to develop effective flood prevention and urban development strategies.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantification of the uncertainty of geoscientific maps relying on human sensory engagement 依靠人类感官参与的地球科学地图不确定性量化
IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-24 DOI: 10.1007/s12665-024-11870-1
Jalil Asadi, Peter Dietrich, Hendrik Paasche

Uncertainty of a geoscientific map derived from data sampled by sensory engagement of human experts cannot be quantified from within the processing chain followed to produce the map due to subjective components in the underlying data. Nevertheless, quantified uncertainty associated with such maps would be essentially required for correct information retrieval from such maps. An approach mimicking an expert elicitation through digital agents in an information fusion procedure is suggested to quantify the trustworthiness of a partially subjective map (such as a soil map or any other geoscientific map inherently linked to partial subjectivity, e.g., a geological map). This procedure links a partially subjective map with collocated maps resulting from technical measurements provided with quantified uncertainty. Variation of methodology in this approach results in an ensemble of maps with variable degree of matching with the partially subjective map which allows for probabilistic statements about the trustworthiness of the partially subjective map. This enables including partially subjective maps in further data integration relying on numerical analysis, e.g., in the context of computational modeling or machine learning. By being able to assign a quantitative trustworthiness to a partially subjective map the risk of over-utilization of this map is reduced.

由于基础数据中的主观成分,从人类专家的感官参与采样的数据中得出的地球科学地图的不确定性无法在生成地图的处理链中进行量化。然而,要从此类地图中正确检索信息,就必须对与此类地图相关的不确定性进行量化。建议采用一种在信息融合程序中通过数字代理模拟专家征询的方法,来量化部分主观地图(如土壤地图或任何其他与部分主观性有内在联系的地球科学地图,如地质图)的可信度。该程序将部分主观性地图与通过技术测量得出的具有量化不确定性的同位地图联系起来。这种方法中方法的不同会产生与部分主观地图匹配程度不同的地图集合,从而可以对部分主观地图的可信度做出概率声明。这样就能将部分主观地图纳入依赖数值分析的进一步数据整合中,例如在计算建模或机器学习的背景下。通过对部分主观地图的可信度进行量化,可以降低过度使用该地图的风险。
{"title":"Quantification of the uncertainty of geoscientific maps relying on human sensory engagement","authors":"Jalil Asadi,&nbsp;Peter Dietrich,&nbsp;Hendrik Paasche","doi":"10.1007/s12665-024-11870-1","DOIUrl":"10.1007/s12665-024-11870-1","url":null,"abstract":"<div><p>Uncertainty of a geoscientific map derived from data sampled by sensory engagement of human experts cannot be quantified from within the processing chain followed to produce the map due to subjective components in the underlying data. Nevertheless, quantified uncertainty associated with such maps would be essentially required for correct information retrieval from such maps. An approach mimicking an expert elicitation through digital agents in an information fusion procedure is suggested to quantify the trustworthiness of a partially subjective map (such as a soil map or any other geoscientific map inherently linked to partial subjectivity, e.g., a geological map). This procedure links a partially subjective map with collocated maps resulting from technical measurements provided with quantified uncertainty. Variation of methodology in this approach results in an ensemble of maps with variable degree of matching with the partially subjective map which allows for probabilistic statements about the trustworthiness of the partially subjective map. This enables including partially subjective maps in further data integration relying on numerical analysis, e.g., in the context of computational modeling or machine learning. By being able to assign a quantitative trustworthiness to a partially subjective map the risk of over-utilization of this map is reduced.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"83 19","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12665-024-11870-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142413594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Environmental Earth Sciences
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1