{"title":"Seasonal variations and spatial mechanisms of 2D and 3D green indices in the central urban area","authors":"Weiyue Duan , Aibo Jin , Xi Liu, Hui Li","doi":"10.1016/j.ecolind.2025.113828","DOIUrl":"10.1016/j.ecolind.2025.113828","url":null,"abstract":"<div><div>Green indices are critical indicators of urban greening quality, essential for optimizing and managing urban green spaces. However, most existing research focuses on vegetation growth during the growing season, limiting its ability to capture the seasonal dynamics and spatial impact factors of urban greening. To address this gap, this study uses the central urban area of Beijing as a case study. First, it extracts the 3D green indices from street view imagery and integrates them with the 2D green indices derived from remote sensing data to assess seasonal variations. The spatial clustering of the green indices and the impact of socio-economic and biophysical factors are then analyzed. Finally, multiscale geographically weighted regression is applied to examine the spatial heterogeneity of environmental impact factors on green indices distribution. The results show that the composite green index was 0.359 in summer and 0.304 in winter, based on subdistrict averages. Across subdistricts, the index declined by 13.27% on average from summer to winter. The green indices exhibited more substantial spatial autocorrelation in winter, with 2D green indices showing higher clustering than 3D indices. Socio-economic factors were the primary drivers of green indices overall, while biophysical factors had a more substantial impact during summer. Accordingly, the Central Business District and DingFuzhuang clusters should be prioritized for planting evergreen species and implementing a multi-layered vegetation structure. This study provides a quantitative foundation and practical insights for seasonal planning and adaptive optimization of urban green space system in densely developed urban environments.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113828"},"PeriodicalIF":7.0,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144535966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Leigh Ann Starcevich , Hillary K. Burgess , Amy V. Uhrin
{"title":"Optimizing marine debris monitoring: balancing statistical power and test size in survey design","authors":"Leigh Ann Starcevich , Hillary K. Burgess , Amy V. Uhrin","doi":"10.1016/j.ecolind.2025.113807","DOIUrl":"10.1016/j.ecolind.2025.113807","url":null,"abstract":"<div><div>Conducting a power analysis is a best practice for designing long-term environmental monitoring programs so that trade-offs in survey design elements such as sample size and temporal revisits can be evaluated. However, these analyses are sensitive to <em>a priori</em> decisions about the underlying distribution of the data, appropriate model structure, and choice of trend test. Improper trend model specification and inappropriate trend tests can affect power estimates, leading to misguided choices of survey design elements, trend tests with inflated test size (i.e., increased probability of detecting a nonexistent trend), and management decisions based on misleading information.</div><div>In this simulation study, we conducted a power analysis to inform the design of a nationwide shoreline marine debris monitoring survey across 10 regional extents in the United States. Pilot data consisted of debris item counts having many zeros, transformed into item densities. We applied a generalized linear mixed model with a Tweedie conditional distribution to model simulated debris item density populations having known trend. We compared test size and power for three trend tests (Z-test, likelihood ratio test [LRT], and <em>t</em>-test), five levels of variance composition, five temporal revisit designs, and three levels of within-year replication for samples of 50 to 62 sites surveyed over an 11-year monitoring duration.</div><div>Test size and power were negatively affected when the year-to-year variation in debris item density was high. Revisit designs that included even a small panel of annually visited sites maintained test size close to the nominal level of 0.15. The LRT provided nominal trend test size in most cases except when the year-to-year variation in debris item density was high and in scenarios with sparse replication across years. In those cases, the LRT exhibited inflated test size and power, and the <em>t</em>-test provided a more conservative, but low power, test of trend. The LRT had slightly inflated test size when revisit designs without an annual panel of sites were used.</div><div>Our results demonstrate the importance of assessing both test size and power when assessing monitoring design choices to ensure that accurate trend inferences can be made.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113807"},"PeriodicalIF":7.0,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144522172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Parvaneh Sobhani , Afshin Danehkar , Azade Deljouei , Marina Viorela Marcu , Seyed Mohammad Moein Sadeghi
{"title":"Assessing cultural ecosystem services in the Hara mangrove forests: indicators for sustainable management in a Middle Eastern coastal marine protected area","authors":"Parvaneh Sobhani , Afshin Danehkar , Azade Deljouei , Marina Viorela Marcu , Seyed Mohammad Moein Sadeghi","doi":"10.1016/j.ecolind.2025.113834","DOIUrl":"10.1016/j.ecolind.2025.113834","url":null,"abstract":"<div><div>Hara Coastal Marine Protected Area (CMPA) in southern Iran contains the largest mangrove ecosystem in the Middle East, providing essential Cultural Ecosystem Services (CESs) and supporting biodiversity conservation. Despite its ecological and socio-cultural significance, increasing human pressures and inadequate infrastructure threaten its sustainability. This study evaluates CES perceptions among local communities and tourists, identifying priority recreational activities, perceived barriers, and site-specific stressors using integrated social and ecological indicators. Findings reveal a strong dependence of local communities on the Hara CMPA, demonstrating high place attachment and a commitment to conservation. In contrast, tourists showed lower ecological awareness, valuing aesthetic and recreational experiences over conservation concerns. Natural features such as mangrove forests, tidal zones, and wildlife habitats were most valued, whereas human-modified sites like docks and historical villages were considered as less important. Infrastructure deficiencies and lack of suitable facilities emerged as the most significant barriers to CES utilization. Among CES categories, aesthetic values ranked highest, while educational values received the least recognition. To support sustainable management of the Hara CMPA, targeted strategies should enhance environmental awareness, upgrade infrastructure, and incorporate local knowledge in planning. The findings provide a set of ecological and social indicators to inform coastal policy, emphasizing the need for inclusive, stakeholder-centered approaches to balance conservation and human activities in marine protected area governance.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113834"},"PeriodicalIF":7.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144518984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Piotr Janiec , Luiza Tymińska-Czabańska , Paweł Hawryło , Michał Woda , Jarosław Socha
{"title":"Determining vertical structure of forests in Poland using a semi-automated approach based on ALS data","authors":"Piotr Janiec , Luiza Tymińska-Czabańska , Paweł Hawryło , Michał Woda , Jarosław Socha","doi":"10.1016/j.ecolind.2025.113825","DOIUrl":"10.1016/j.ecolind.2025.113825","url":null,"abstract":"<div><div>The vertical structure of the forest is one of the key characteristics of forest management, influencing biodiversity, resource competition, and various ecological processes. Despite its importance, determining the vertical structure of stands over large areas is still a challenge. This study presents the first country-wide assessment of the vertical forest structure in Poland using airborne laser scanning (ALS) data. The research introduces a semi-automatic method for classifying forest stands into vertical structure classes without the need for extensive fieldwork. The main strength and innovation of our approach is demonstrating that a model can be built and validated almost without field-acquired data. By processing point-cloud metrics derived from ALS data and employing machine learning techniques, particularly the random forest algorithm, the method generated a high-resolution vertical structure map across the country. The five-class model developed had a overall accuracy of 0.78. The results show that Polish forests are predominantly characterized by a single-story vertical structure, influenced by the dominance of Scots pine, with more complex structures in mountainous and biodiversity-rich areas. The methodology significantly reduces costs and time associated with traditional forest surveys, offering a scalable tool for forest monitoring, biodiversity assessment, and sustainable management, particularly under changing environmental conditions and habitat loss.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113825"},"PeriodicalIF":7.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144522170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Delphis F. Levia , Gabriel G. Katul , Amirreza Meydani , Kazuki Nanko , Chuan Yuan , Yafeng Zhang , Pilar Llorens , Michael Bruen
{"title":"Towards smarter green infrastructure: Fusing bark ecology and stemflow hydrodynamics on tree stems","authors":"Delphis F. Levia , Gabriel G. Katul , Amirreza Meydani , Kazuki Nanko , Chuan Yuan , Yafeng Zhang , Pilar Llorens , Michael Bruen","doi":"10.1016/j.ecolind.2025.113827","DOIUrl":"10.1016/j.ecolind.2025.113827","url":null,"abstract":"<div><div>A wide array of bark surfaces sheath wooded plants in rural and urban areas alike. Much work has examined the function and role of bark in different contexts and different environs, including urban areas, finding that it is rich in life and can play a role in the transfer of water and matter to the ground surface. Accordingly, this paper presents a first step to weld and fuse bark ecology and stemflow hydrodynamics. It is an effort to develop a physically-based understanding of the transport of water and matter (e.g., solutes, particulates, microorganisms) along tree stems using relevant equations to allow a more informed consideration of bark in green infrastructure initiatives. In particular, the hydrodynamical equations are based on the conservation of water mass, conservation of momentum, and conservation of scalar mass. These equations, coupled with contemplation of corticular life, underpin and substantiate bark’s unifying role as a modulator and cultivator. By elucidating the ‘black box’ of the tree stem and utilizing the formulations set forth in this paper, urban foresters and planners can develop green infrastructure to help advance ecosystem services and sustainability development goals (SDG), especially SDG 11 and SDG 15.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113827"},"PeriodicalIF":7.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144518983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Ainara Cortés-Avizanda , Joan Giménez , Iñigo Donázar-Aramendía , Eneko Arrondo , Juan Manuel Pérez-García , Eugenio Montelío , Olga Ceballos , José Antonio Sánchez-Zapata , Manuela G. Forero , José Antonio Donázar
{"title":"Corrigendum to “Livelihood in anthropic landscapes: Stable isotopes as indicators of dependence of obligate avian scavengers on intensive animal farming” [Ecol. Indic. 174 (2025) 113467]","authors":"Ainara Cortés-Avizanda , Joan Giménez , Iñigo Donázar-Aramendía , Eneko Arrondo , Juan Manuel Pérez-García , Eugenio Montelío , Olga Ceballos , José Antonio Sánchez-Zapata , Manuela G. Forero , José Antonio Donázar","doi":"10.1016/j.ecolind.2025.113811","DOIUrl":"10.1016/j.ecolind.2025.113811","url":null,"abstract":"","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"177 ","pages":"Article 113811"},"PeriodicalIF":7.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144536238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Yanfang Wang , Minghao Feng , Bohao Li , Junjiao Zhen , Kezhen Jing , Ying Guo
{"title":"Recent lake surface dynamics in the Hunshandake sandy land (2017–2022) and their response to climatic factors","authors":"Yanfang Wang , Minghao Feng , Bohao Li , Junjiao Zhen , Kezhen Jing , Ying Guo","doi":"10.1016/j.ecolind.2025.113820","DOIUrl":"10.1016/j.ecolind.2025.113820","url":null,"abstract":"<div><div>Lakes, as critical components of the terrestrial water cycle, play an indispensable role in maintaining ecological balance, particularly in arid ecosystems like the Hunshandake (Otindag) Sandy Land (HSDK) of China. Understanding the spatiotemporal dynamics of these lakes is essential for deciphering regional hydrological cycles and predicting their ecological evolution in water-stressed environments. Leveraging the Google Earth Engine (GEE) platform and Sentinel-2 satellite imagery, we mapped the monthly water extents of lakes in the HSDK (2017–2022) at 10 m spatial resolution and analyzed their drivers. Key findings include: (1) Three classification approaches — pixel-based random forest (RF), object-oriented random forest (OB-RF), and support vector machine (SVM) — achieved high accuracy (Overall Accuracy: 98.5 %, 97.4 %, and 98.4 %; Kappa Coefficients: 0.970, 0.946, and 0.967, respectively). Compared with seasonal lakes, permanent lakes exhibited superior extraction accuracy. Notably, the OB-RF method generated clustered artifacts when mapping small fragmented water bodies. (2) The annual maximum lake area in the HSDK fluctuated between 345.61 and 419.42 km<sup>2</sup> 2017–2022 (mean: 379.55 km<sup>2</sup>). Though seasonal lakes were more numerous, permanent lakes made up 70 % of the total area. Monthly variations revealed a three-phase pattern: a gradual decline from April to June, a marked expansion in July–September, and subsequent contraction in October. (3) Interannual lake area changes were positively correlated with precipitation (2017–2021, R<sup>2</sup> = 0.80, <em>p</em> < 0.05), although anomalous expansion occurred in 2022 despite reduced rainfall, suggesting hydrological inertia. At the monthly scale, lake areas exhibited a significant one-month lagged response to precipitation (R<sup>2</sup> = 0.61, <em>p</em> < 0.001), highlighting delayed hydrological feedback.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113820"},"PeriodicalIF":7.0,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144518972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Chunyan Wu , Min Cheng , Dongsheng Chen , Shougong Zhang , Xiaomei Sun
{"title":"Advanced intelligent recognition algorithm for tree canopy carbon sequestration capacity based on 3D visualization: application in Larch plantations under drought stress","authors":"Chunyan Wu , Min Cheng , Dongsheng Chen , Shougong Zhang , Xiaomei Sun","doi":"10.1016/j.ecolind.2025.113780","DOIUrl":"10.1016/j.ecolind.2025.113780","url":null,"abstract":"<div><div>This study presents an advanced 3D visualization-based intelligent algorithm to assess and enhance <em>Larix kaempferi</em> carbon sequestration under drought stress. This approach addresses the critical impacts of drought on canopy structure and photosynthetic efficiency, significantly reducing carbon gain in larch plantations. Our research utilizes high-precision 3D canopy models combined with detailed physiological data to reveal the negative effects of drought on the cumulative leaf area index (cLAI) and maximum photosynthetic efficiency (Amax). The findings demonstrate that while drought stress reduces overall leaf area, the optimized leaf arrangement and minimized ineffective leaf area enable trees to more efficiently utilize water for photosynthesis, thereby preserving or even enhancing their carbon sequestration capacity. By leveraging 3D reconstruction technology, this study provides real-time, accurate data that significantly improves our understanding of forest ecosystem dynamics under extreme climatic conditions. The intelligent algorithm developed offers a robust tool for predicting and optimizing forest carbon sequestration, presenting new opportunities for forest management and conservation. The application of advanced 3D visualization and intelligent algorithms enhances decision-making processes for forest managers and stakeholders, promoting scientifically sound strategies for climate adaptation. This study underscores the transformative potential of cutting-edge 3D modeling technologies in advancing forest conservation and management practices.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113780"},"PeriodicalIF":7.0,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144513715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
Raleigh D. Myers , Bridget Wadzuk , Samantha K. Chapman
{"title":"Lepidoptera abundance and diversity as a quantitative measure of ecosystem function in bioretention design","authors":"Raleigh D. Myers , Bridget Wadzuk , Samantha K. Chapman","doi":"10.1016/j.ecolind.2025.113810","DOIUrl":"10.1016/j.ecolind.2025.113810","url":null,"abstract":"<div><div>The choices of engineers and other professionals working in urban environments can either mitigate or exacerbate drivers of ecosystem and biodiversity decline. To date, engineers designing bioretention basins for management of urban surface runoff typically have not considered implications of their design and management decisions on terrestrial ecosystem structure and function. However, a foundation of knowledge sufficient to evaluate design decisions in light of ecosystem functions exists in the fields of engineering and ecology, and this knowledge can be connected to improve design outcomes. Bioretention system functions considered in this paper are hydrologic regulation, production, nutrient retention, and habitat provisioning. We 1) review existing knowledge on the use of quantitative criteria to advance terrestrial ecosystem objectives in bioretention design, with a focus on <em>Lepidoptera</em> abundance and diversity as a proxy for these ecosystem functions, 2) report results of a literature review identifying gaps in knowledge and interdisciplinary communication limiting achievement of terrestrial ecosystem objectives, and 3) connect existing data and literature across disciplines to propose a novel design and plant choice approach to fill these gaps. A key criterion recommended as a proxy for terrestrial ecosystem function in bioretention basins is the number of <em>Lepidoptera</em> species supported in the larval stage by the plant genera selected by the designer. Designers can adjust plant choice to maximize this value, subject to tradeoffs with other design objectives and site-specific constraints. We conclude by presenting a set of questions to guide future research and providing recommendations for translating research findings into professional practice.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113810"},"PeriodicalIF":7.0,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144513716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}
{"title":"A systematic review of urban green spaces affecting subjective well-being: an explanation of their complex mechanisms","authors":"Yunfei Chen, Jun Ying, Yiqi Zhang, Ying Feng, Xingtong Chen, Xinao Zhou","doi":"10.1016/j.ecolind.2025.113786","DOIUrl":"10.1016/j.ecolind.2025.113786","url":null,"abstract":"<div><div>As global urban development intensifies swiftly, the correlation between the ecological setting and human welfare has grown more pronounced. The influence of urban greenery on individual welfare, as a crucial aspect of urban life, has been the focus of numerous academics. However, there are inconsistent research findings on the complex mechanisms by which urban green space affects subjective well-being. This research aimed to investigate discrepancies in subjective well-being across countries and regions, assess the influence of urban green areas on subjective well-being, and clarify the various roles urban flora plays in this regard. This research introduces a random effects <em>meta</em>-analysis involving 51 studies (reconciled mean N = 28252), employing <em>meta</em>-analyzing structural equation modeling (MASEM) to confirm the variances in the influence of various intermediary factors linking urban green spaces and personal well-being. The <em>meta</em>-analytical results revealed a notable positive correlation between urban plant life and the personal joy of inhabitants, r = 0. 322, 95 % CI = [0. 219–0. 417]. Analysis via structural equation revealed that local community solidarity, air contamination, and exercise partially mediated the outcome, emphasizing the greater importance of physical activity. The research results show that the presence of urban green areas markedly influences the subjective health of its residents, with neighborhood unity, air pollution, and physical activities being key channels influencing this well-being. Therefore, advancing these areas with landscape planning and management is crucial for boosting their perceived overall wellness.</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"178 ","pages":"Article 113786"},"PeriodicalIF":7.0,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144518982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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}