Ecological Indicators最新文献

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Urban landscape patterns and residents’ perceptions of safety under extreme city flood disasters
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.113003
Wei Ma , Yingjie Du , Yuxiao Wang , Quanxiu Chen , Huaxiong Jiang , Runting Cai , Tianshun Gu , Wenxin Zhang
{"title":"Urban landscape patterns and residents’ perceptions of safety under extreme city flood disasters","authors":"Wei Ma ,&nbsp;Yingjie Du ,&nbsp;Yuxiao Wang ,&nbsp;Quanxiu Chen ,&nbsp;Huaxiong Jiang ,&nbsp;Runting Cai ,&nbsp;Tianshun Gu ,&nbsp;Wenxin Zhang","doi":"10.1016/j.ecolind.2024.113003","DOIUrl":"10.1016/j.ecolind.2024.113003","url":null,"abstract":"<div><h3>Context</h3><div>Urban areas are increasingly susceptible to extreme flooding events, posing significant challenges to residents’ safety and well-being. In this context, understanding the relationship between urban landscape patterns (ULP) and residents’ perceptions of safety (RPS) is crucial for effective flood disaster management.</div></div><div><h3>Objectives</h3><div>This study explores the relationship between ULP and RPS during extreme flooding events, using Zhengzhou city as a case study. The goal is to offer strategic insights for managing extreme flood disasters.</div></div><div><h3>Methods</h3><div>Surveying 1329 residents impacted by urban flooding in Zhengzhou, this study employed the Gradient Boosting Decision Tree (GBDT) model to examine the nonlinear relationship between ULP and RPS amidst extreme flood disasters.</div></div><div><h3>Results</h3><div>Results indicate: (1) ULP significantly impacts RPS, with a relative importance of 44.8%, particularly influenced by the Largest Patch Index (LPI), Landscape Connectivity Index (CONTAG), and Patch Density (PD); (2) The effect of landscape pattern indices on RPS reveals a complex nonlinear relationship, exhibiting various patterns such as ’stage-wise negative correlation,’ ’U-shaped,’ and ’inverted V-shaped’ with noticeable threshold effects. The interaction effect also shows that the internal interplay of the ULP indicator, along with its interactions with flood-relevant contextual variables, significantly enhances RPS. (3) As covariates, flood impact and emergency resource accessibility also influence RPS with nonlinear trends.</div></div><div><h3>Conclusions</h3><div>This study offers a new perspective on the relationship between ULP and RPS, emphasizing the critical role of flood response strategies tailored to ULP differences in enhancing RPS.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113003"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143099845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Wildfire danger under changing climates in the southern Great Plains throughout the 21st century
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.112994
Shanmin Fang , Jia Yang , Chris B. Zou , Erik S. Krueger , Tyson E. Ochsner , Quan Zhang
{"title":"Wildfire danger under changing climates in the southern Great Plains throughout the 21st century","authors":"Shanmin Fang ,&nbsp;Jia Yang ,&nbsp;Chris B. Zou ,&nbsp;Erik S. Krueger ,&nbsp;Tyson E. Ochsner ,&nbsp;Quan Zhang","doi":"10.1016/j.ecolind.2024.112994","DOIUrl":"10.1016/j.ecolind.2024.112994","url":null,"abstract":"<div><div>The southern Great Plains (SGP) has recently experienced wildfires with unprecedented severity and frequency, which significantly threatened human life and property and altered terrestrial ecosystem functions. While it is expected that future climate change will affect wildfire danger levels by altering fire weather and fuel conditions, there remains a significant gap in understanding how these changes will manifest in the SGP. Therefore, our objectives were to (1) simulate the spatial and temporal dynamics of the Burning Index (BI), a widely used fire danger index in the National Fire Danger Rating System (NFDRS), and high fire danger days based on CMIP5 climate simulations, comparing the 1986–2005 historical period and 2006–2099 under two climate change scenarios (RCP4.5 and RCP8.5), and (2) identify important weather variables driving projected BI changes. We found that the BI would increase at 0.1 × 10 ft per decade under RCP4.5 and 0.4 × 10 ft per decade under RCP8.5. By the end of the 21st century, the southwestern SGP is projected to become a hotspot for increased wildfire danger, its annual high fire danger days are projected to increase by over 25 days (50 %) under the RCP8.5 and more than 15 days (30 %) under the RCP4.5 compared to 1986–2005. The BI is projected to increase in all months except April, with the highest increases occurring during the summer. The primary climate factor contributing to future BI increases is a decline in relative humidity. Interestingly, our simulations suggest a potential decrease in BI for April, likely due to earlier vegetation green-up prompted by rising temperature. Overall, our study outlines future patterns of fire danger in the SGP. These findings are essential for developing long-term preparedness strategies to mitigate wildfire risks and adapt to the new wildfire regimes under changing climate conditions.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 112994"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Identification of ecological security pattern in the Qinghai-Tibet Plateau
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.113057
Wangping Li , Yadong Liu , Qingrun Lin , Xiaodong Wu , Junming Hao , Zhaoye Zhou , Xiuxia Zhang
{"title":"Identification of ecological security pattern in the Qinghai-Tibet Plateau","authors":"Wangping Li ,&nbsp;Yadong Liu ,&nbsp;Qingrun Lin ,&nbsp;Xiaodong Wu ,&nbsp;Junming Hao ,&nbsp;Zhaoye Zhou ,&nbsp;Xiuxia Zhang","doi":"10.1016/j.ecolind.2024.113057","DOIUrl":"10.1016/j.ecolind.2024.113057","url":null,"abstract":"<div><div>The Qinghai-Tibet Plateau (QTP) is a critical ecological region that plays a vital role in maintaining biodiversity and ecosystem services in Asia. However, this region is increasingly threatened by climate change and human activities, leading to degradation of ecosystems and loss of biodiversity. Understanding and protecting the ecological security pattern (ESP) of the QTP is essential for ensuring its long-term resilience and stability. This study aims to construct a comprehensive ecological security pattern for the QTP by identifying key ecological sources, corridors, and barriers. We assessed ecosystem service importance, ecological sensitivity, and the locations of nature reserves to determine the spatial distribution of ecological sources. The Minimum Cumulative Resistance (MCR) model and circuit theory were used to map ecological corridors and identify critical pinch points and barriers. The findings show that ecological source areas cover 13.6 % of the QTP’s total area, with most located in the central and eastern regions. We also identified 34 primary and 64 secondary ecological corridors, spanning a total length of 13,667 km. The study highlights the vulnerability of these corridors due to their narrow dimensions, which hinder the movement of species and ecological processes. Furthermore, critical ecological zones such as ecological expansion and conservation areas cover 66.9 % of the region, while ecological protection areas occupy only 10.4 %. The results underscore the need for targeted conservation strategies to enhance ecological connectivity and protect key ecological functions on the QTP. This research provides essential insights for sustainable development and the conservation of biodiversity in the region.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113057"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Spatiotemporal evolution of ecological vulnerability on the Loess Plateau
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.113060
Xianqi Zhang , Yupeng Zheng , Yang Yang , He Ren , Jiawen Liu
{"title":"Spatiotemporal evolution of ecological vulnerability on the Loess Plateau","authors":"Xianqi Zhang ,&nbsp;Yupeng Zheng ,&nbsp;Yang Yang ,&nbsp;He Ren ,&nbsp;Jiawen Liu","doi":"10.1016/j.ecolind.2024.113060","DOIUrl":"10.1016/j.ecolind.2024.113060","url":null,"abstract":"<div><div>The Loess Plateau, located in the northwest of China, is one of the country’s most ecologically fragile regions and a significant source of sediment transported by the Yellow River. Given its ecological importance, a comprehensive assessment of its vulnerability is essential for informing sustainable development initiatives. This study evaluates the ecological vulnerability of the Loess Plateau and aims to provide a theoretical basis for promoting long-term ecological restoration in the region. The “Sensitivity-Resilience-Pressure” (SRP) model was employed to select indicators for assessing ecological vulnerability, while an improved fuzzy analytic hierarchy process (IFAHP) was used to determine the relative weights of these indicators. Using GIS-based overlay analysis, an ecological vulnerability index was calculated, enabling the assessment of spatiotemporal changes and identification of key influencing factors. The results indicate a decreasing trend in ecological vulnerability over the past three decades, with vulnerability levels showing a distinct northwest-to-southeast gradient. Significant spatial variation was observed, with the highest levels of ecological vulnerability concentrated in Inner Mongolia, northern Shaanxi, Ningxia Hui, and Gansu provinces. Vegetation coverage, net primary productivity, and precipitation emerged as the primary drivers of these spatiotemporal changes, with notable interactions between these factors. The findings offer valuable insights for guiding ecological restoration efforts and supporting sustainable management strategies for the Loess Plateau.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113060"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Coupling analysis of multi-systems urbanization: Evidence from China
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.112977
Junqiang Luo , Weijing Ma , Shuang An , Zining Zhang , Yanchuan Fu , Hejun Huang , Genying Chang
{"title":"Coupling analysis of multi-systems urbanization: Evidence from China","authors":"Junqiang Luo ,&nbsp;Weijing Ma ,&nbsp;Shuang An ,&nbsp;Zining Zhang ,&nbsp;Yanchuan Fu ,&nbsp;Hejun Huang ,&nbsp;Genying Chang","doi":"10.1016/j.ecolind.2024.112977","DOIUrl":"10.1016/j.ecolind.2024.112977","url":null,"abstract":"<div><div>China’s urbanization rate has reached 66.16 %, indicating its transition to a more complex mid-to-late stage, which makes multi-systems research on urbanization essential. However, studies on urbanization from multiple perspectives are still limited, hindering a full understanding of its multifaceted nature. This study focuses for the first time on 295 prefecture-level cities and above in China from 2000 to 2020, developing an evaluation system for multi-systems urbanization to assess coupling and coordination. Utilizing methods such as the entropy method, coupling coordination model, Theil index, and Geodetector, this study explores the spatiotemporal differentiation and driving factors of urbanization coupling coordination. The results indicate: (1) The coupling coordination degree of urbanization shows a steady upward trend. Highly coordinated cities are primarily distributed in the core city’s radiation circles, coastal economic belts, provincial capitals in the central and western regions, and northern industrial city zones. Low-coordination cities are mainly found in the Qinghai-Tibet Plateau, Yunnan-Guizhou Plateau, the border areas of Gansu, Shaanxi, Sichuan, Chongqing, and Hubei, the Hetao area of the Yellow River Basin, the agricultural regions of the Huanghuaihai Plain, and the southeastern hilly and mountainous areas. (2) The degree of uneven urbanization development initially expands and then contracts, with intra-regional imbalances following the pattern: “Eastern Coastal Area &gt; Northeast Area &gt; Middle Reaches of the Yangtze River Area &gt; Northern Coastal Area &gt; Middle Reaches of the Yellow River Area &gt; Southwest Area &gt; Southern Coastal Area &gt; Northwest Area.” (3) The coupling and coordinated development of urbanization is closely related to the economic foundation and production energy usage. This study provides decision-making support for promoting the multi-systems coupling and coordinated development of urbanization in China, as well as in other developing nations and globally.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 112977"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A Global hydrological index describes ecological conditions in rivers: A new approach to environmental flow calculation reflecting macroinvertebrate requirements
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2025.113082
Andrzej Wałęga , Renata Kędzior , Tomasz Skalski , Dariusz Młyński
{"title":"A Global hydrological index describes ecological conditions in rivers: A new approach to environmental flow calculation reflecting macroinvertebrate requirements","authors":"Andrzej Wałęga ,&nbsp;Renata Kędzior ,&nbsp;Tomasz Skalski ,&nbsp;Dariusz Młyński","doi":"10.1016/j.ecolind.2025.113082","DOIUrl":"10.1016/j.ecolind.2025.113082","url":null,"abstract":"<div><div>The aim of the study was to develop a new method for estimating e-flow linking hydrological parameters and macroinvertebrate communities as indicators of the ecological status of rivers. Four components of the hydrological cycle were used: monthly flow rate, duration and magnitude of extreme flow conditions, frequency and duration of high and low flow pulses, and changes in the rate and frequency of the hydrological cycle. The Global Index (GI), reflecting crucial elements of hydrological influence on habitat quality and river ecological status, and the multiannual mean flow were used to determine e-flow. The global hydrological regime and the ecological and trophic structure of 1200 local macroinvertebrate communities were analyzed in 30 catchments in Poland. Estimated water deficits in rivers (based on combined e-flow and water resources requirements), we analyzed how the methods used to determine e-flow could affect water management. The analysis highlighted significant variations in water shortages among different catchment groups, with larger water quantities needed to support the survival of macroinvertebrates in catchments with high GI values. In case of smaller catchments, where water resources are limited, lesser quantity of water can be used on people activities and higher water should be guaranteed to achieve properly biodiversity of macroinvertebrates. To implement effective river management, the balance between environmental requirements and human activities needs more attention, emphasizing the quantity, timing, and quality of water required to support freshwater and water-dependent ecosystems along with the needs of human users of water resources.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113082"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143098670","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Enhancing urban agriculture networks: A clustering and multicriteria decision-making approach to sustainability indicators and governance
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.112997
Jiangwei Kong , Mengxi Gao , Hind Alofaysan , Dilafruz Fayziyeva , Zhi Liu
{"title":"Enhancing urban agriculture networks: A clustering and multicriteria decision-making approach to sustainability indicators and governance","authors":"Jiangwei Kong ,&nbsp;Mengxi Gao ,&nbsp;Hind Alofaysan ,&nbsp;Dilafruz Fayziyeva ,&nbsp;Zhi Liu","doi":"10.1016/j.ecolind.2024.112997","DOIUrl":"10.1016/j.ecolind.2024.112997","url":null,"abstract":"<div><div>Patterns of environmental, social, and economic sustainability interact across several aspects of an urban area. Accelerated population increase necessitates improved resource management techniques that address the equilibrium of supply and demand in the food, energy, and water sectors while also considering social and economic development. Advancing sustainable development objectives necessitates governing frameworks and operations within and within the food, energy, and water sectors, particularly in light of polycentric urban expansion. This research highlights food security via an urban agricultural network in the larger Miami metropolitan region, which includes Palm Beach, Broward, and Miami-Dade counties. Utilizing the current governance framework, we measured various sustainability indices for clustering analysis to aggregate urban agricultural sites (UASs) and to ascertain the prioritization of clusters based on their vulnerability or risk level as indicated by their priority index in multicriteria decision-making. Eight clusters were chosen for the display of UASs rated using multicriteria decision-making, focusing on scenarios prioritized for governance in light of climate change, social fairness, and economic development consequences. The significance of governance structure in promoting incentive programs to improve the sustainability performance of UASs within an urban food–energy–water nexus was emphasized.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 112997"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143098999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Shrubs alter microbial community dynamics across various soil depths in alpine grassland ecosystems on the eastern Tibetan Plateau
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.113048
Jingwei Chen , Qi Feng , Xiangtai Wang , Hang An , Jiahao Cao
{"title":"Shrubs alter microbial community dynamics across various soil depths in alpine grassland ecosystems on the eastern Tibetan Plateau","authors":"Jingwei Chen ,&nbsp;Qi Feng ,&nbsp;Xiangtai Wang ,&nbsp;Hang An ,&nbsp;Jiahao Cao","doi":"10.1016/j.ecolind.2024.113048","DOIUrl":"10.1016/j.ecolind.2024.113048","url":null,"abstract":"<div><div>Shrub encroachment in alpine grassland ecosystems is intensifying because of climate change and human disturbance. While the effects of shrub encroachment on aboveground communities are well-documented, its impact on soil microbial community dynamics—especially in relation to soil depth—remains uncertain. Herein, we explored the impact of dominant shrubs on the diversity, composition, microbial networks, and community assembly of soil bacteria and fungi on the Qinghai-Tibet Plateau, examining the variations among different soil depths. We found that shrubs significantly increased bacterial and fungal diversity and altered their community composition. Notably, only the diversity of fungi in the topsoil was higher compared to the control grassland. Additionally, shrubs significantly enhanced the complexity of soil microbial networks. However, the complexity of microbial networks among different soil depths under shrubs did not significantly differ, unlike in the control grassland. This suggests that shrubs have a stronger ability to stabilize interspecific relationships among soil microorganisms. The normalized stochasticity ratio and neutral community models indicated that stochastic processes dominated the community assembly of bacteria and fungi, with the influence of these processes diminishing with increasing soil depth. Furthermore, the null model analysis showed that dispersal limitation and homogeneous selection dominated the bacterial assembly, while dispersal limitation dominated the fungal assembly. Our research has significantly advanced the understanding of how shrub encroachment influences soil microbial community interactions and ecological patterns in alpine grassland ecosystems.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113048"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143099077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Vegetation height estimation based on machine learning model driven by multi-source data in Eurasian temperate grassland
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.113013
Wuhua Wang , Jiakui Tang , Na Zhang , Xuefeng Xu , Anan Zhang , Yanjiao Wang , Kaihui Li , Yidan Wang
{"title":"Vegetation height estimation based on machine learning model driven by multi-source data in Eurasian temperate grassland","authors":"Wuhua Wang ,&nbsp;Jiakui Tang ,&nbsp;Na Zhang ,&nbsp;Xuefeng Xu ,&nbsp;Anan Zhang ,&nbsp;Yanjiao Wang ,&nbsp;Kaihui Li ,&nbsp;Yidan Wang","doi":"10.1016/j.ecolind.2024.113013","DOIUrl":"10.1016/j.ecolind.2024.113013","url":null,"abstract":"<div><div>Eurasian Steppes, the world’s largest grassland ecosystem, significantly contribute to our ecological environment. Grassland height is a crucial biophysical factor, offering insights into vertical vegetation structure and regional ecosystem dynamics. Therefore, investigating the trends in changes of grassland height in Steppes is vital for sustainable land use and ecological balance. This study utilized machine learning models such as Random Forest (RF), AdaBoost, BP-Neural Network (BPNN), and Stacking Ensemble, combining them with topographic and meteorological data, MODIS reflectance data, and grassland height measurement data. The first Eurasian temperate grassland vegetation height dataset was finally generated. The results highlighted the superior performance of the Random Forest with an R<sup>2</sup> of 0.54, RMSE of 7.39 cm, and MPAE of 49.25 %. Spatial and temporal analyses revealed a discernible spatial distribution in grassland heights across Eurasia, characterized by a consistent decrease from west to east and north to south. Throughout the year of 2001–2021, there were minor fluctuations in changes of grassland heights, ranging from 15.93 to 17.99 cm, with an overall incremental trend of 0.027 cm annually. Significance tests indicated that approximately 4.40 % of the surveyed regions, primarily concentrated in northern Central Asia, experiencing a noteworthy increase in grassland height dynamics. Conversely, about 2.10 % of the areas, predominantly located in Inner Mongolia, China, and southern Central Asia, have witnessed a reduction in grassland height. This study reveals both temporal and spatial dynamics by offering a comprehensive dataset on vegetation height in Eurasian temperate grassland. These discoveries bear significant ramifications for land management strategies and the advancement of ecological sustainability objectives. Additionally, they contribute significantly to improve the accuracy of estimates of aboveground biomass and carbon stocks in grassland ecosystems.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113013"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143099079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The Great Vasyugan Mire of western Siberia: Hydrochemistry and greenhouse gas dynamics of peatland pools of the world’s largest mire
IF 7 2区 环境科学与生态学
Ecological Indicators Pub Date : 2025-01-01 DOI: 10.1016/j.ecolind.2024.113054
Sergey N. Vorobyev , Yuri Kolesnichenko , Ivan V. Krickov , Alexander E. Berezin , Sergey N. Kirpotin , Oleg S. Pokrovsky
{"title":"The Great Vasyugan Mire of western Siberia: Hydrochemistry and greenhouse gas dynamics of peatland pools of the world’s largest mire","authors":"Sergey N. Vorobyev ,&nbsp;Yuri Kolesnichenko ,&nbsp;Ivan V. Krickov ,&nbsp;Alexander E. Berezin ,&nbsp;Sergey N. Kirpotin ,&nbsp;Oleg S. Pokrovsky","doi":"10.1016/j.ecolind.2024.113054","DOIUrl":"10.1016/j.ecolind.2024.113054","url":null,"abstract":"<div><div>Siberian peatlands act as the primary regulator for carbon (C) exchange between land and atmosphere; however, the aquatic component of this ecosystem, peatland pools, remains virtually unknown with respect to biogeochemical parameters and C fluxes. Here we report results from a ‘snapshot’ (end of spring period) study investigating hydrochemical parameters and greenhouse gas (CO<sub>2</sub> and CH<sub>4</sub>) concentrations and emissions from shallow peatland pools of the Great Vasyugan Mire (GVM) in western Siberia. The pools were highly oligotrophic, acidic, humic, iron-rich, poor in chloride and sulfate, and emitted 0.15 g C-CO<sub>2</sub> m<sup>−2</sup> d<sup>-1</sup> as measured by floating chambers. There was significant dependence between the pool area and various hydrochemical parameters across wide range of pool sizes (from 700 to 1,380,000 m<sup>2</sup>). Concentrations of CO<sub>2</sub>, CH<sub>4</sub>, dissolved organic carbon (DOC), some organic nutrients and lithogenic trace elements increased with decreasing pool size, likely reflecting organic matter delivery from peat and shallow subsurface waters. In contrast, with increasing pool size, there was a decrease in DOC aromaticity and an increase in pH and concentration of labile elements (anions, alkaline and alkaline-earth metals). This was consistent with an increase in autochthonous production and degree of connection to groundwater reservoirs. Annual emissions of C from peatland pools and lakes of the GVM are comparable to peat growth rate in the territory and exceed the lateral export of DOC by rivers. Future studies should address the seasonal aspects of C biogeochemistry, including the ice cover period.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"170 ","pages":"Article 113054"},"PeriodicalIF":7.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143099083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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