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Toward an Intelligent and Near-real-time Framework for Global Ecological Monitoring:Advances,Challenges,and the GIEHP Initiative
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作者 XU Dong BAI Tingting +4 位作者 CHEN Wei-Qiang SONG Yongze ZHOU Yuyu GENG Jing ZHAO Liu 《Chinese Geographical Science》 2025年第6期1217-1239,共23页
Global ecological monitoring faces unprecedented challenges from accelerating climate change,biodiversity loss,urban expansion,and unsustainable resource use.Although existing scientific programs and monitoring platfo... Global ecological monitoring faces unprecedented challenges from accelerating climate change,biodiversity loss,urban expansion,and unsustainable resource use.Although existing scientific programs and monitoring platforms have improved data accessibility and methodological standards,they remain constrained by three critical bottlenecks:near-real-time performance,intelligent analysis,and comprehensive coverage.Overcoming these shortcomings is essential to advance global change science,climate governance,and sustainable development.This review synthesized recent progress in international ecological monitoring,including major scientific initiatives,thematic and integrated monitoring platforms,and emerging remote sensing cloud systems.These systems have collectively promoted open data sharing,standardized observation protocols,and cross-domain integration.However,critical challenges remain in achieving near-real-time observation,interpretable intelligent modeling,and globally balanced coverage,which limit the transition toward an intelligent and fully consistent monitoring framework.Building on this foundation,we introduce the Global Intelligent Ecological Horizon Project(GIEHP),an exploratory framework aimed at constructing the world’s first Digital Earth Atlas with long-term consistency and high-dimensional integration.GIEHP represents a pathway toward integrating multi-source observations,intelligent modeling,and cloud-cluster computation to achieve near-real-time,multi-scale,and globally consistent monitoring.Its pilot applications illustrate the potential for unified mapping of key ecological indicators and provide a methodological reference for advancing intelligent,data-driven environmental governance.This review not only summarized the progress and limitations of existing monitoring systems but also outlines a forward-looking framework for the next generation of global ecological monitoring.Achieving a truly intelligent,near-real-time,and globally consistent system requires sustained international collaboration,interdisciplinary integration,and open data sharing.We call on the global scientific community to advance this vision and provide robust knowledge support for ecological restoration,climate adaptation,and sustainable development. 展开更多
关键词 global ecological monitoring data-model coupling Global Intelligent ecological Horizon Project(GIEHP) digital earth atlas near-real-time
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Studies on Ecological Monitoring of Plant Community and Plant Diversity in Shenzhen, Southern China
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作者 Yuyuan Huang Xinfan Yu +31 位作者 Hong Liang Zhiming Yang Haiyang Wen Zhen Ye Yunhe Lu Ruoyu Wei Lijun Yang Song Ma Kangsai Zhao Fan Wang Zhijie Chen Huina Yang Chengxi Jiang Bin Xu Weimin Wang Wang Xu Zhu Ming Shizhen Lin Hao Liu Hualiang Luo Suni Deng Lijuan Huang Yanjun Lei Xiaoli Wan Yahe Li Wanmin Zhou Shun Zhao Zhenliang Duan Dongyao Liao Xiaobo Qiu Haoqun Huang Linlin Jiang 《Open Journal of Forestry》 2021年第4期352-380,共29页
From Jan</span><span style="font-family:Verdana;">.</span><span style="font-family:Verdana;"> 2013 to Nov</span><span style="font-family:Verdana;">.<... From Jan</span><span style="font-family:Verdana;">.</span><span style="font-family:Verdana;"> 2013 to Nov</span><span style="font-family:Verdana;">.</span><span style="font-family:Verdana;"> 2018, we carried out the investigation on vegetation studies in the ecological monitoring programs, Shenzhen</span><span style="font-family:Verdana;"> and</span><span style="font-family:""><span style="font-family:Verdana;"> totally researched 170 plant communities of mountain areas etc., </span><span style="font-family:Verdana;">few areas of street regions and parks etc., for communities’ structural characteristics and plant diversity. We comparatively analyzed natural forests, semi-natural forest and artificial forest composition and structural characters and family, genus and species diversity level and the main affected factors. We also researched and analyzed these communities’ structural characteristics and pant diversity, </span><span style="font-family:Verdana;">comparatively analyzed natural forests, semi-natural forest and artificial forest composition and structural characters and family, genus and species diversity level, the main affected factors;researched and analyzed the relationship between plant community structure characteristics with the absorbing ability to PM</span><sub><span style="font-family:Verdana;">2.5</span></sub><span style="font-family:Verdana;"> pollutants. The result showed that the structure and plant diversity of natural </span><span style="font-family:Verdana;">forest </span></span><span style="font-family:Verdana;">were </span><span style="font-family:Verdana;">obviously better than</span><span style="font-family:Verdana;"> artificial disturbed forest or artificial forest, the semi-natural forest w</span><span style="font-family:Verdana;">as</span><span style="font-family:Verdana;"> the middle level of the forests, In the indices of height, DBH, coverage and crow width etc. of tree layer, natural forests and semi-natural forests were obvious higher than that of artificial disturbed forest or artificial forest;in some forests of artificial disturbed forest or artificial forest, though their richness indices of family and genus were a slightly higher, but this contribution was majorly due to herb layer plants, and some shrub layer plants. Analyz</span><span style="font-family:Verdana;">ing</span><span style="font-family:Verdana;"> three kinds of communities, the number of tree layer species of natural forest was</span><span style="font-family:Verdana;"> the </span><span style="font-family:""><span style="font-family:Verdana;">largest, and their every </span><i><span style="font-family:Verdana;">α</span></i><span style="font-family:Verdana;">-diversity index value was </span></span><span style="font-family:Verdana;">the </span><span style="font-family:Verdana;">highest;these characteristics values of semi-natural forest were second, artificial disturbed forests or artificial forests were </span><span style="font-family:Verdana;">the </span><span style="font-family:""><span style="font-family:Verdana;">lowest;in shrub layer, and herb layer, few </span><i><span style="font-family:Verdana;">α</span></i><span style="font-family:Verdana;">-diversity indices of artificial disturbed forest or artificial forest were </span><span style="font-family:Verdana;">a slightly higher than that of some natural forests, but the integral values of the diversity indices of natural forest and semi-natural forest were obvious</span></span><span style="font-family:Verdana;">ly</span><span style="font-family:Verdana;"> higher than the former. The research showed that in the artificial disturbed forest or artificial forest, because there have some little scale clearing area</span><span style="font-family:Verdana;">s</span><span style="font-family:""><span style="font-family:Verdana;">, so some pioneer plant species could enter the community and formed a temporarily </span><span style="font-family:Verdana;">increase of species diversity, however</span></span><span style="font-family:Verdana;">,</span><span style="font-family:Verdana;"> these species major </span><span style="font-family:Verdana;">were</span><span style="font-family:Verdana;"> some shrub and herb plants;but tree layer possessed obvious</span><span style="font-family:Verdana;">ly</span><span style="font-family:Verdana;"> more, even surpass</span><span style="font-family:Verdana;">ed</span><span style="font-family:Verdana;"> several ten times biomass than shrub and herb layers</span><span style="font-family:Verdana;">.</span><span style="font-family:Verdana;"> Therefore</span><span style="font-family:Verdana;">,</span><span style="font-family:Verdana;"> the respect</span><span style="font-family:Verdana;">s</span><span style="font-family:""><span style="font-family:Verdana;"> of maintain ecosystem stability and other</span><span style="font-family:Verdana;"> ecological efficient have </span><span style="font-family:Verdana;">major and dominated position and so on;and then this community can </span></span><span style="font-family:Verdana;">be </span><span style="font-family:Verdana;">natural recovery and succession, those forementioned new entire plants shall withdraw from the community and are replaced by the original plants of the community;but this process has already caused the ecological efficient loss and ecosystem unstable. Above research results are better evidence and theory reference to the argument problems on that </span><span style="font-family:Verdana;">are</span><span style="font-family:""><span style="font-family:Verdana;"> natural forest and natural restoration forest biodiversity higher? or is artificial forest biodiversity higher? and or is more artificial disturbed forest higher?</span><span style="font-family:Verdana;"> Our researches showed that used random investigation method set quadrats, and combined typical investigation method, the structural indices in the all layer of community and all diversity indices of tree, shrub and herb layers and the integral values </span></span><span style="font-family:Verdana;">were</span><span style="font-family:""><span style="font-family:Verdana;"> similar, same or usually these indices in the community which set 600 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;">, 800 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;"> total quatrat area were higher (</span><i><span style="font-family:Verdana;">α</span></i><span style="font-family:Verdana;">-diversity) than that of more than 3000 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;">, 4000 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;"> or 7000 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;">, even more than 17,000 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;"> total qua</span></span><span style="font-family:Verdana;">d</span><span style="font-family:Verdana;">rat area of communities. These lot</span><span style="font-family:Verdana;">s</span><span style="font-family:""><span style="font-family:Verdana;"> of researches further proved that according to minimum area method for vegetation survey, in subtropical region, using random investigation method combined with typical investigation set 400 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;"> or 400 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;"> - 500 m</span><sup><span style="font-family:Verdana;">2</span></sup><span style="font-family:Verdana;"> total qua</span></span><span style="font-family:Verdana;">d</span><span style="font-family:""><span 展开更多
关键词 SHENZHEN VEGETATION COMMUNITY Structure DIVERSITY PM2.5 ecological monitoring Natural Forest Artificial Forest
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Ecological Impact Asessment and Ecological Monitoring of a Strategic Landfill-A case study in Hong Kong
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作者 Shesang Shea Lynn Smith Pamela Saunders (Binnie Consultants Limited, Hong Kong) 《中山大学学报论丛》 1995年第3期30-39,共10页
This paper discusses ecological and monitoring studies covering vegetation, stream fauna, birds, mammals and other vertebrates at the West New Territories (WENT)Landfill, Hong Kong. Recommendations for the protection ... This paper discusses ecological and monitoring studies covering vegetation, stream fauna, birds, mammals and other vertebrates at the West New Territories (WENT)Landfill, Hong Kong. Recommendations for the protection of vegetation on and around the site, including control of the erosion and run off from the construction site were proposed and implemented, resulting in effective protection of the local vegetation cover. Stream macrobenthos were low in species diversity and abundance and did not show a changing trend during the construction and the operation of the land fill. Birds attracted to the active dumping site were dominated by Crested Mynah Acridotheres cristatellus and the Tree Sparrow Passer montanus. After an increase in the population during the warmer months, the number of birds seen on the land fill site decreased to 10 in December 1994. Mammal monitoring by live trapping revealed that the rat population did not increase after the land fill operation started. This project was the first comprehensive’ ecological study and monitoring of an urban land fill in Hong Kong and it demonstrated that careful environmental planning and implementation of mitigation measures can successfully limit environmental impacts of landfills to acceptable levels. 展开更多
关键词 ecological Impact Asessment and ecological monitoring of a Strategic Landfill-A case study in Hong Kong MHA CASE
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Ecological Environment Monitoring Station of Yanshan Branch,Wenshan Prefecture Ecological Environment Bureau,Yunnan Province,Yanshan 663100,China
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作者 Sumei LI Guofang ZENG +1 位作者 Lei YIN Zhangyue WANG 《Meteorological and Environmental Research》 2024年第5期14-16,20,共4页
How ecological environmental monitoring provides scientific and technological strength for ecological environmental management was studied.In recent years,the Ecological Environment Monitoring Station of Yanshan Branc... How ecological environmental monitoring provides scientific and technological strength for ecological environmental management was studied.In recent years,the Ecological Environment Monitoring Station of Yanshan Branch,Wenshan Prefecture Ecological Environment Bureau,Yunnan Province has developed into a provincial environmental education base,a provincial science education base,and a national environmental protection facility open to the public by relying on monitoring equipment and facilities,personnel training,monitoring and law enforcement interaction,analysis of abnormal data,and countermeasures and suggestions were put forward for the problems in the development. 展开更多
关键词 ecological environment monitoring ecological environment management Scientific and technological strength
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Effects of Ecological Restoration of Mangrove Wetlands Using Native Mangrove Species to Replace Spartina alterniflora: A Case Study in Southern China
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作者 Jiaming Li Mouxin Ye +1 位作者 Chunxi Cao Shozo Shibata 《Open Journal of Ecology》 2023年第12期956-976,共21页
Within the expanse of China’s coastline, the invasive alien cordgrass species Spartina alterniflora has caused profound nationwide damage and has emerged as a critical factor contributing to the degradation of mangro... Within the expanse of China’s coastline, the invasive alien cordgrass species Spartina alterniflora has caused profound nationwide damage and has emerged as a critical factor contributing to the degradation of mangrove wetlands, especially in the study area in Beihai, Guangxi. However, current treatments for S. alterniflora remain less effective and limited research focuses on the preliminary changes after artificial plantation. A comprehensive approach combining physical interventions with biological control measures has been employed to eradicate smooth cordgrass and facilitate the restoration of native mangrove wetlands. The study involved the periodic monitoring of the growth conditions of mangroves and the biodiversity of avian and benthic organisms, conducted at three to four-month intervals following the artificial plantation with one-year-old seedlings and propagules of native mangrove species Rhizophora stylosa. Results indicated that through the allometric equation, the above-ground biomass of planted seedlings had a ~20 g increase in average but the growth conditions were not significant over an eight-month period. High percentage of important avian species underlined the potential of the study site to serve as a worthwhile habitat and notable seasonal variations were observed in the biodiversity of bird species. Biodiversity indices of bird and benthos species also followed a similar fluctuation and reached a peak in April 2023. This research underscores the initial lack of distinct improvements during the early stages of the ecological restoration project, thorough maintenance, long-term monitoring, holistic considerations on a larger scale would be imperative for ongoing projects in the future. 展开更多
关键词 MANGROVE Spartina alterniflora Invasive Species ecological Restoration ecological monitoring
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Networking Observation and Applications of Chinese Ocean Satellites
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作者 ZOU Bin LIU Yuxin 《空间科学学报》 CAS CSCD 北大核心 2024年第4期722-730,共9页
This paper presents the networking observation capabilities of Chinese ocean satellites and their diverse applications in ocean disaster prevention,ecological monitoring,and resource development.Since the inaugural la... This paper presents the networking observation capabilities of Chinese ocean satellites and their diverse applications in ocean disaster prevention,ecological monitoring,and resource development.Since the inaugural launch in 2002,China has achieved substantial advancements in ocean satellite technology,forming an observation system composed of the HY-1,HY-2,and HY-3 series satellites.These satellites are integral to global ocean environmental monitoring due to their high resolution,extensive coverage,and frequent observations.Looking forward,China aims to further enhance and expand its ocean satellite capabilities through ongoing projects to support global environmental protection and sustainable development. 展开更多
关键词 Chinese ocean satellites Networking observation Ocean forecasting Ocean disaster prevention and mitigation Ocean ecological monitoring Ocean resource development Polar monitoring Terrestrial applications
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Climate Variability in Niger: Potential Impacts on Vegetation Distribution and Productivity
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作者 Ali Mahamane Boube Morou +6 位作者 MaYnassara Zaman-Alia Mahamane Saadou Karim Saley Yacoubou Bakasso Issoufou Sama Wata Abdoulaye Amadou Oumani Sandrine Jauffret 《Journal of Environmental Science and Engineering(A)》 2012年第1期49-57,共9页
Since 2003, the sites of the national environmental monitoring system (DNSE) of Niger, set up by the long term ecological monitoring observatories network (ROSELT) with the support of the Sahel and Sahara Observat... Since 2003, the sites of the national environmental monitoring system (DNSE) of Niger, set up by the long term ecological monitoring observatories network (ROSELT) with the support of the Sahel and Sahara Observatory (OSS), were used to collect ecological data with harmonized methods for spatio-temporal comparisons purpose. Floristic and phytoecological data were collected using the phytosociological methodology of Braun-Blanquet (1932). Ecosystem vital attributes used included the specific diversity, alpha diversity, equidistribution, biological types and herbaceous phytomass. At the whole system scale, the analysis revealed that the specific diversity, the alpha diversity and the phytomass values were higher in less disturbed biotopes of the north soudanian and south sahelian bioclimates where the rainfall rate is relatively high. Regarding the north sahelian and saharian bioclimates, the topography may play a critical role in the redistribution of this phytodiversity. Besides, the distribution of the biological types showed the prevalence of therophytes (56.8 ± 11%) regardless of the bioclimate and, to a lesser extent, the perennial species (26.5 ± 7.3%), the later group showing higher values for the north soudanian bioclimate. 展开更多
关键词 ecological monitoring ecosystem vital attributes alpha diversity environmental gradient ROSELT-Niger.
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Building African Ecosystem Research Network for Sustaining Local Ecosystem Goods and Services 被引量:1
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作者 Armand Sedami Igor YEVIDE WU Bingfang +3 位作者 YU Xiubo LI Xiaosong LIU Yu LIU Jian 《Chinese Geographical Science》 SCIE CSCD 2015年第4期414-425,共12页
A new form of producing and sharing knowledge has emerged as an international(United States of America,Asia,and Europe) research collaboration,known as the Long-Term Ecological Research(LTER) Network.Although Africa b... A new form of producing and sharing knowledge has emerged as an international(United States of America,Asia,and Europe) research collaboration,known as the Long-Term Ecological Research(LTER) Network.Although Africa boasts rich biodiversity,including endemic species,it lacks the long-term initiatives to underpin sustainable biodiversity managements.At present,climate change may exacerbate hunger and poverty concerns in addition to resulting in ecosystem degradation,land use change,and other threats in Africa.Therefore,ecosystem monitoring was suggested to understanding the effects of climate change and setting strategies to mitigate these changes.This paper aimed to investigate ecosystem monitoring ground sites and address their coverage gaps in Africa to provide a foundation for optimizing the African Ecosystem Research Network(AERN) ground sites.The geographic coordinates and characteristics of ground sites-based ecosystem monitoring were collected from various networks aligned with the LTER implementation in Africa.Additionally,climatic data and biodiversity distribution maps were retrieved from various sources.These data were used to assess the size of existing ground sites and the gaps in description,ecosystems and biomes.The results reveal that there were 1089 sites established by various networks.Among these sites,30.5%,27.5%,and 28.8% had no information of area,year of establishment,current status,respectively.However,68.0% of them had an area equal to or greater than 1 km2.Sites were created progressively over the course of the years,with 68.9% being created from 2000 to 2005.To date,only 41.5% of the sites were operational.The sites were scattered across Africa,but they were concentrated in Eastern and Southern Africa.The unbalanced distribution pattern of the sites left Central and Northern Africa hardly covered,and many unique ecosystems in Central Africa were not included.To sustain these sites,the AERN should be based on operational sites,seeking secure funding by establishing multiple partnerships. 展开更多
关键词 ecosystem monitoring Long-Term ecological Research(LTER) biodiversity ground site gap analysis network Africa
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Artificial Intelligence in Aquatic Biology:Identifying and Conserving Aquatic Species
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作者 Hang Yang Qi Feng +6 位作者 Lingyun Zouyi Xiaopei Du Jiale Xu Weixiang Xu Zisen Liu Zhenbin Wu Yi Zhang 《Water & Ecology》 2025年第2期72-100,71,共30页
Artificial intelligence(AI)plays a transformative role in the identification and conservation of aquatic species.By synthesizing recent advancements,this paper highlights the effectiveness of machine learning algorith... Artificial intelligence(AI)plays a transformative role in the identification and conservation of aquatic species.By synthesizing recent advancements,this paper highlights the effectiveness of machine learning algorithms in processing complex datasets from various sensing technologies.AI-driven models,such as convolutional neural networks and recurrent neural networks,have demonstrated higher accuracy and scalability in species identification,habitat monitoring,and threat detection compared to conventional ecological approaches.The review addresses challenges such as data variability,the requirement for large training datasets,and ethical considerations.Emphasizing interdisciplinary collaboration,the establishment of standardized protocols,and the development of open-access data repositories,the paper underscores AI’s essential role in enhancing the understanding of aquatic ecosystems and improving conservation strategies.The integration of AI with established ecological practices presents substantial opportunities for sustainable management and biodiversity preservation in marine and freshwater environments.Future directions for AI in aquatic conservation are also discussed,emphasizing the necessity of continuous innovation and cross-disciplinary collaboration. 展开更多
关键词 artificial intelligence aquatic conservation species identification machine learning ecological monitoring
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