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Impact of Data Processing Techniques on AI Models for Attack-Based Imbalanced and Encrypted Traffic within IoT Environments
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作者 Yeasul Kim Chaeeun Won Hwankuk Kim 《Computers, Materials & Continua》 2026年第1期247-274,共28页
With the increasing emphasis on personal information protection,encryption through security protocols has emerged as a critical requirement in data transmission and reception processes.Nevertheless,IoT ecosystems comp... With the increasing emphasis on personal information protection,encryption through security protocols has emerged as a critical requirement in data transmission and reception processes.Nevertheless,IoT ecosystems comprise heterogeneous networks where outdated systems coexist with the latest devices,spanning a range of devices from non-encrypted ones to fully encrypted ones.Given the limited visibility into payloads in this context,this study investigates AI-based attack detection methods that leverage encrypted traffic metadata,eliminating the need for decryption and minimizing system performance degradation—especially in light of these heterogeneous devices.Using the UNSW-NB15 and CICIoT-2023 dataset,encrypted and unencrypted traffic were categorized according to security protocol,and AI-based intrusion detection experiments were conducted for each traffic type based on metadata.To mitigate the problem of class imbalance,eight different data sampling techniques were applied.The effectiveness of these sampling techniques was then comparatively analyzed using two ensemble models and three Deep Learning(DL)models from various perspectives.The experimental results confirmed that metadata-based attack detection is feasible using only encrypted traffic.In the UNSW-NB15 dataset,the f1-score of encrypted traffic was approximately 0.98,which is 4.3%higher than that of unencrypted traffic(approximately 0.94).In addition,analysis of the encrypted traffic in the CICIoT-2023 dataset using the same method showed a significantly lower f1-score of roughly 0.43,indicating that the quality of the dataset and the preprocessing approach have a substantial impact on detection performance.Furthermore,when data sampling techniques were applied to encrypted traffic,the recall in the UNSWNB15(Encrypted)dataset improved by up to 23.0%,and in the CICIoT-2023(Encrypted)dataset by 20.26%,showing a similar level of improvement.Notably,in CICIoT-2023,f1-score and Receiver Operation Characteristic-Area Under the Curve(ROC-AUC)increased by 59.0%and 55.94%,respectively.These results suggest that data sampling can have a positive effect even in encrypted environments.However,the extent of the improvement may vary depending on data quality,model architecture,and sampling strategy. 展开更多
关键词 Encrypted traffic attack detection data sampling technique AI-based detection IoT environment
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On Ecological Design of Indoor Environment Based on Energy-conservation and Gas Emission-reduction 被引量:2
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作者 侯鹏程 陈佳妮 《Journal of Landscape Research》 2010年第3期23-25,29,共4页
With the rapid development of economy, requirements on indoor environment design are getting higher and higher, but its prosperity brings ecological environment serious destruction and over consumption of resources. U... With the rapid development of economy, requirements on indoor environment design are getting higher and higher, but its prosperity brings ecological environment serious destruction and over consumption of resources. Under the global environment of the sustainable development, the principles of indoor environment design were analyzed ecologically and corresponding implementation methods were proposed to provide reference for energy-conservation and gas emission-reduction in the ecological system of indoor environment. 展开更多
关键词 Indoor environment Ecological design ENERGY-conservation
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Analysis on Countermeasures of Water and Soil Conservation and Eco-environment Construction in China 被引量:4
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作者 冯兴平 《Agricultural Science & Technology》 CAS 2015年第2期373-379,共7页
With economy development,human destruction of eco-environment is deteriorating,which has become a key treatment nationwide.What's more,eco-environment construction is proceeding and multi-eco-environment projects are... With economy development,human destruction of eco-environment is deteriorating,which has become a key treatment nationwide.What's more,eco-environment construction is proceeding and multi-eco-environment projects are developing.Water and soil conservation and eco-environment construction should be a strategic task long-term insisted on,which is a part of agricultural construction.The research analyzed the relationship between water and soil conservation with eco-environment,concluded the process of ecological civilization construction in promoting water and soil conservation,and proposed countermeasures,laying foundation for water and soil conservation and ecological construction. 展开更多
关键词 Water and soil erosion Water and soil conservation Construction of ecoenvironment Economic sustainable development Strategic tasks
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The Impact of the Cognition of Landscape Experience on Tourist Environmental Conservation Behaviors 被引量:4
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作者 ZHANG Yu-ling ZHANG Jie +4 位作者 ZHANG Hong-Lei CHENG Shao-wen GUO Yong-rui MA Jin-hai SUN Jing-rong 《Journal of Mountain Science》 SCIE CSCD 2015年第2期501-517,共17页
This article explores the relationship between the tourist's cognition of the landscape experience and the environmental conservation efforts at three distinct tourist sites in mountains of southwestern China. A t... This article explores the relationship between the tourist's cognition of the landscape experience and the environmental conservation efforts at three distinct tourist sites in mountains of southwestern China. A total of 1500 on-site questionnaire surveys were distributed and 1142 valid questionnaires were used for statistical analysis. Results from multi-group path analysis showed that both cognition of the cultural landscape experience and cognition of the natural landscape experience had positive impacts on environmental conservation behaviors and behavior intentions of tourists. Results from comparative analysis among the three tourist sites indicated that cognition of the cultural landscape experience had a stronger power to predict senior environmental conservation behaviors and behavior intentions than cognition of the natural landscape experience, whereas cognition of the natural landscape experience had more power to predict general environmental conservation behaviors and behavior intentions than cognition of the cultural landscape experience. Furthermore, our findings benefit environmental management and sustainabilityat tourist sites. 展开更多
关键词 Landscape experience Tourist behaviors environmental conservation COGNITION EMOTION
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Residents'environmental conservation behaviour in the mountain tourism destinations in China:Case studies of Jiuzhaigou and Mount Qingcheng 被引量:3
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作者 zhang yu-ling zhang jie +4 位作者 zhang hong-ou zhang ruo-yang wang yang guo yong-rui wei zong-cai 《Journal of Mountain Science》 SCIE CSCD 2017年第12期2555-2567,共13页
This study aimed at gaining an understanding of the formation of residents' Environmental Conservation Behaviour(ECB) to promote sustainable tourism development in Chinese mountain areas. In particular, a theoreti... This study aimed at gaining an understanding of the formation of residents' Environmental Conservation Behaviour(ECB) to promote sustainable tourism development in Chinese mountain areas. In particular, a theoretical framework was constructed by merging residents' mountain attachment and their environmental values,and awareness of environmental consequences based on the Cognition Behaviour Theory. This research sampled 642 residents with convenience sampling method in Jiuzhaigou and Mount Qingcheng, and structural equation modelling analysis was conducted to identify the relationships among the above variables. Results verified that mountain attachment affected people's awareness of environmental consequences, which then affected their ECB.Environmental values and mountain attachment directly and positively influenced ECB. Moreover,awareness of environmental consequences played the most prominent role in predicting ECB among all the predictors in this study. In all, this study derived several significant implications which can not only contribute to environmental management policies in tourism field but also help to improve the levels of the antecedents of residents' ECB and promote sustainable tourism development in Chinese mountain areas. 展开更多
关键词 Sustainable tourism development Mountain attachment environmental conservation Behaviour environmental values Cognitive Behaviour Theory
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Exploration of Water and Soil Conservation's Function in Construction of Eco-environment 被引量:2
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作者 张丰良 冯兴平 《Agricultural Science & Technology》 CAS 2015年第7期1544-1551,共8页
Eco-environment lays foundation for human existence and development, and social and economy evolvement. Therefore, it is a fundamental principle to pro- tact and construct eco-environment and achieve sustainable devel... Eco-environment lays foundation for human existence and development, and social and economy evolvement. Therefore, it is a fundamental principle to pro- tact and construct eco-environment and achieve sustainable development. With ur- ban development, and destruction on natural environment, however, the issue of water and soil losses has become a serious problem, affecting people's life and production. The research, therefore, explored the role of water and soil conservation in ecological civilization construction, including bomprehensive treatment of water storage and sand reduction, improving agricultural structure and advancing rural econ- omy, relieving the conflict between supply and demand of water resources, improv- ing eco-environment in mountainous regions and accelerating eco-construction. 展开更多
关键词 Water and soil conservation ECO-environment Fundamental national policy
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Efficiency of soil and water conservation practices in different agro-ecological environments in the Upper Blue Nile Basin of Ethiopia 被引量:2
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作者 Dagnenet SULTAN Atsushi TSUNEKAWA +7 位作者 Nigussie HAREGEWEYN Enyew ADGO Mitsuru TSUBO Derege T MESHESHA Tsugiyuki MASUNAGA Dagnachew AKLOG Ayele A FENTA Kindiye EBABU 《Journal of Arid Land》 SCIE CSCD 2018年第2期249-263,共15页
In developing countries such as Ethiopia, research to develop and promote soil and water conservation practices rarely addressed regional diversity. Using a water-balance approach in this study, we used runoff plots f... In developing countries such as Ethiopia, research to develop and promote soil and water conservation practices rarely addressed regional diversity. Using a water-balance approach in this study, we used runoff plots from three sites, each representing a different agro-ecological environment, e.g., high, mid and low in both elevation and rainfall, in the Upper Blue Nile Basin of Ethiopia to examine the runoff response and runoff conservation efficiency of a range of different soil and water conservation measures and their impacts on soil moisture. The plots at each site represented common land use types(cultivated vs. non-agricultural land use types) and slopes(gentle and steep). Seasonal runoff from control plots in the highlands ranged 214–560 versus 253–475 mm at midlands and 119–200 mm at lowlands. The three soil and water conservation techniques applied in cultivated land increased runoff conservation efficiency by 32% to 51%, depending on the site. At the moist subtropical site in a highland region, soil and water conservation increased soil moisture enough to potentially cause waterlogging, which was absent at the lowrainfall sites. Soil bunds combined with Vetiveria zizanioides grass in cultivated land and short trenches in grassland conserved the most runoff(51% and 55%, respectively). Runoff responses showed high spatial variation within and between land use types, causing high variation in soil and water conservation efficiency. Our results highlight the need to understand the role of the agro-ecological environment in the success of soil and water conservation measures to control runoff and hydrological dynamics. This understanding will support policy development to promote the adoption of suitable techniques that can be tested at other locations with similar soil, climatic, and topographic conditions. 展开更多
关键词 AGRO-ECOLOGY drought-prone runoff coefficient runoff conservation efficiency Ethiopia
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Study on the Countermeasures of Eco-environment Conservation in the Mountainous Areas of Southern Ningxia under New Situation 被引量:1
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作者 JIA Yao-feng School of Management,North China University of Nationalities,Yinchuan 750021,China 《Meteorological and Environmental Research》 CAS 2011年第3期53-56,72,共5页
Under the implementation of principal functional zoning,further promotion of western development,regional migration,new countryside construction,global warming and so on,the spatial adjustment of regional industry and... Under the implementation of principal functional zoning,further promotion of western development,regional migration,new countryside construction,global warming and so on,the spatial adjustment of regional industry and its structure must be enforced.The spatial adjustment and arrangement of population and economy in the mountainous areas of southern Ningxia could create tremendous opportunity for its eco-environment conservation.Based on analysis on the opportunity and challenge of eco-environment conservation in the mountainous areas of southern Ningxia,some countermeasures of eco-environment conservation were discussed in the paper,so as to provide some theoretical references for the eco-environment conservation in the mountainous areas of southern Ningxia. 展开更多
关键词 Mountainous areas of southern Ningxia New situation Eco-environment conservation COUNTERMEASURE China
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Influence of Tourists′ Environmental Tropisms on Their Attitudes to Tourism and Nature Conservation in Natural Tourist Destinations: A Case Study of Jiuzhaigou National Park in China 被引量:5
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作者 CHENG Shaowen ZHANG Jie +2 位作者 LU Shaojing XU Feifei ZHANG Honglei 《Chinese Geographical Science》 SCIE CSCD 2011年第3期377-384,共8页
People′s environmental tropism has an effect on their understanding of tourism-nature relationship,and also influences their attitudes to natural resources utilization and environmental protection.Taking Jiuzhaigou N... People′s environmental tropism has an effect on their understanding of tourism-nature relationship,and also influences their attitudes to natural resources utilization and environmental protection.Taking Jiuzhaigou National Park of China as a study case,the authors conducted some quantitative analyses with the tools of SPSS 16.0 and LISREL 8.7,to explore the influence of tourists′ environmental tropism on their attitudes to tourism and nature conservation in the natural tourist destination.Three hypotheses and the theoretic model of influences of tourists′ environmental tropism on their attitudes to tourism and nature conservation have been tested and accepted based on the Structural Equation Model analysis on survey data collected in Jiuzhaigou National Park of China.Some conclusions were drawn as follows: 1) tourists′ human-prioritized concept influences their cognition to tourism-nature relationship.This concept has a positive influence on their supportive attitudes to tourism,but a negative influence on their attitudes to nature conservation;2) tourists′ human-nature coordination concept has a positive influence on their supportive attitudes to both tourism and nature conservation,especially to the latter.This paper generally proves that human′s environmental tropism does have an influence on their attitudes to tourism and nature conservation in natural tourist destinations. 展开更多
关键词 environmental tropism nature conservation natural tourist destination tourism-nature relationship Jiuz- haigou National Park
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Development of tourism resources and environment conservation in China: with special reference to Taishan Mountain
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作者 Liu JihanDepartment of Geography,Peking University,Beijing 100871,China 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 1991年第3期99-104,共6页
By analyzing the cases in Taishan Mountain, Shandong Province and other tourist sites in China, this paper pointed out the problems in tourism management, such as resources damage, environment pollution, which are the... By analyzing the cases in Taishan Mountain, Shandong Province and other tourist sites in China, this paper pointed out the problems in tourism management, such as resources damage, environment pollution, which are the result of tourism development, and are obstacles to the development. The paper also gave suggestion and practical ways to preserve tourism resources and environment. 展开更多
关键词 tourism resources environment conservation Taishan Mountain tourism development.
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Ecological Environment Conservation and Restoration and Sustainable Development of Minqin Oasis 被引量:1
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作者 WANG Lide YAO Tuo +4 位作者 XU Feng HAN Fugui GUO Chunxiu WANG Fangling Li Faming 《Journal of Landscape Research》 2016年第1期13-17,共5页
Minqin oasis in the lower reaches of the Shiyang River is a main natural barrier for the Wuwei Basin. Due to the combined influence of human activities and natural factors in the past half a century, water quality in ... Minqin oasis in the lower reaches of the Shiyang River is a main natural barrier for the Wuwei Basin. Due to the combined influence of human activities and natural factors in the past half a century, water quality in the lower reaches of the Shiyang River decreased and ecological environment deteriorated, which influenced sustainable development of this area and surrounding area seriously. This paper analyzed current situation and reasons of the deteriorated ecological environment in the lower reaches of the Shiyang River, and proposed that water environment regulation was the primary task in the eco-environment control of Minqin area, specifically,(a) By using existing policies, accelerating the construction of water-saving agriculture in the middle reaches of the Shiyang River, water quantity in the lower reaches would be guanranted, water shortage for agricultural production and ecological use in Minqin oasis would be relieved;(b) Unreasonable human activities such as overexploitation of underground water should be controlled strictly;(c) Water conservancy project should be developed vigorously to ensure rate of flow. It was expected that the above schemes would contribute to the benign circulation of ecological environment in Minqin oasis. 展开更多
关键词 Minqin oasis Ecological environment Sustainable development
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Environmental Anthropological Study of Watershed Management‐Water Quality Conservation of Forest as a Catchment Area in the Southern Part of Australia 被引量:1
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作者 Akira Hiratsuka Yugo Tomonaga Yoshiro Yasuda 《Journal of Water Resource and Protection》 2014年第18期1691-1702,共12页
Authors have conducted an experiment of irradiation using sound waves (frequency) including ultrasonic waves into water such as drinking water, sea water and forest water and wastewater so far. As a result, almost the... Authors have conducted an experiment of irradiation using sound waves (frequency) including ultrasonic waves into water such as drinking water, sea water and forest water and wastewater so far. As a result, almost the same effect of improvement of water quality was confirmed for each sound wave. Then, an environmental anthropological study of watershed management based on the sound was carried out assuming that a water quality management using the sound could be possible. The Goulburn River basin in the southern part of Australia in which indigenous peoples (Yorta Yorta) have been concerned with the management for a long time so far was selected as an objective drainage basin this time. As a result, a couple of environmental anthropological perspectives on watershed management were proposed. 展开更多
关键词 Watershed Management WATER QUALITY conservation WATER QUALITY Improvement by Sound Murray-Goulburn River Eco-Money (environmental Tax)
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Energy conservation and environment protection technologies of the blast furnace under resources deterioration conditions
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作者 BI Xuegong~(1)) and FU Lianchun~(1,2)) 1) Key Laboratory for Ferrous Metallurgy and Resources Utilization of Ministry of Education, Wuhan University of Science and Technology,Wuhan 430081,Hubei,China 2) Wuhan Iron and Steel Corporation(Group),Wuhan 430083,Hubei,China 《Baosteel Technical Research》 CAS 2010年第S1期11-,共1页
In 2009,the pig iron output of China increased dramatically up to 543.75 Mt and was 15.87%higher than that in 2008,accounting for 60.53%of the world production.The processing of pig iron must consume huge amount of ir... In 2009,the pig iron output of China increased dramatically up to 543.75 Mt and was 15.87%higher than that in 2008,accounting for 60.53%of the world production.The processing of pig iron must consume huge amount of iron ores and coal and consequently leads to the shortage of ores and cokemaking coals supply,with prices soaring but quality worsening remarkably.How to maintain or even improve the efficiency of blast furnace production under negative conditions of constantly worsening resources of iron ore and coal has become an important scenario the Chinese ironmaking industry must face.In this paper,the production with high coal injection rate,low fuel rate and big productivity in the Wuhan Iron and Steel Corporation(Group) was introduced and revealed.The quantitative correlation between blast furnace production efficiency and diverse technical measures through combined mass-heat balances and gas-liquid counter-current flow dynamics analysis.Moreover,potential problems and countermeasures in ironmaking by feeding high Al_2O_3 and low grade iron ores were also discussed. 展开更多
关键词 blast furnace EFFICIENCY RESOURCE energy conservation environment protection
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CONSERVATION LAWS FOR THE (1+2)-DIMENSIONAL WAVE EQUATION IN BIOLOGICAL ENVIRONMENT
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作者 Adil JHANGEER 《Acta Mathematica Scientia》 SCIE CSCD 2013年第5期1255-1268,共14页
The derivation of conservation laws for the wave equation on sphere, cone and flat space is considered. The partial Noether approach is applied for wave equation on curved surfaces in terms of the coefficients of the ... The derivation of conservation laws for the wave equation on sphere, cone and flat space is considered. The partial Noether approach is applied for wave equation on curved surfaces in terms of the coefficients of the first fundamental form (FFF) and the partial Noether operator's determining equations are derived. These determining equations are then used to construct the partial Noether operators and conserved vectors for the wave equation on different surfaces. The conserved vectors for the wave equation on the sphere, cone and fiat space are simplified using the Lie point symmetry generators of the equation and conserved vectors with the help of the symmetry conservation laws relation. 展开更多
关键词 partial Noether operators first fundamental form (FFF) conservation laws
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Exploration of Energy Conservation MAC Protocol of WSNs for Ubiquitous Environment
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作者 WEI Wei QI Yong HOU Di 《Wuhan University Journal of Natural Sciences》 CAS 2008年第4期509-512,共4页
According to analyze the facade phenomenon of wire-less sensor networks(WSNs),this paper proposes a feasible method to state clearly and improve the power control efficiency of wire-less sensor networks(WSNs). One... According to analyze the facade phenomenon of wire-less sensor networks(WSNs),this paper proposes a feasible method to state clearly and improve the power control efficiency of wire-less sensor networks(WSNs). One of the crucial problems for WSNs is the design of medium access control (MAC) protocol. Our method want to adjust the activities of the MAC protocols control to achieve the enery conservation when the wireless communication module of sensor nodes is running, which is the major consumer of energy consumed by sensors energy. The energy efficiency of MAC protocol makes a strong impact on the network performance. To some extent,our research work describes and analyze the sources of energy consumption in MAC layer and simultaneously present an optimal method for the design of MAC protocol. Then we discusses some factors impacting on the performance of MAC protocol and metrics of performance evaluation. Eventually, the coming research direction is summarized. 展开更多
关键词 wireless sensor networks (WSNs) medium accesscontrol energy conservation medium access control(MAC) protocols
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Environmental Risk Assessment and Preventive Conservation Strategy for the Porch of the Glory, Santiago of Compostela Cathedral
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作者 Francesca Becherini Adriana Bemardi +7 位作者 Arianna Vivarelli Luc Pockele Sandro De Grandi Alessandra Gandini Oihana Garcia Mikel Zubiaga Juan Carlos Espada Suarez Bernardino Sperandio 《Journal of Environmental Science and Engineering(B)》 2013年第5期299-303,共5页
In the framework of the Santiago of Compostela Cathedral program, a multidisciplinary investigation of the porch of the glory was carried out between 2009 and 2011 to identify the main environmental risks and to devel... In the framework of the Santiago of Compostela Cathedral program, a multidisciplinary investigation of the porch of the glory was carried out between 2009 and 2011 to identify the main environmental risks and to develop a preventive conservation planto be integrated in the general management strategy of the Cathedral. The study included historic and archivist research, structural studies, mineralogical analyses, biological sampling, cleaning tests and microclimatic monitoring. The main weathering factors and the related damage processes were identified. Results have shown that the main responsible for the observed damage was the infiltration of rainwater through the roof, due to cracks in the structure of the Cathedral. Other environmental factors having a remarkable impact on the state of conservation of the polychrome and its substrate were the solar radiation, the thermo-hygrometric cycles, the particle deposition and the biological growth. Solutions were suggested to improve the environmental conditions, thus reducing further damage. 展开更多
关键词 Risk assessment preventive conservation strategy microclimatic monitoring cultural heritage conservation.
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Fertilization and Soil Ploughing Practices under Changing Physical Environment Lead to Soil Organic Carbon Dynamics under Conservation Agriculture in Rice-Wheat Cropping System: A Scoping Review
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作者 Salwinder Singh Dhaliwal Arvind Kumar Shukla +8 位作者 Sanjib Kumar Behera Sarwan Kumar Dubey Agniva Mandal Mehakpreet Kaur Randhawa Sharanjit Kaur Brar Gagandeep Kaur Amardeep Singh Toor Sohan Singh Walia Priyadarshani Arun Khambalkar 《Agricultural Sciences》 2024年第1期82-113,共32页
Ploughing and fertilization practices in rice-wheat system have deteriorated the soil carbon (C) pools. Conservation agriculture (CA) based management approaches have proven to enhance C sequestration and reverse the ... Ploughing and fertilization practices in rice-wheat system have deteriorated the soil carbon (C) pools. Conservation agriculture (CA) based management approaches have proven to enhance C sequestration and reverse the loss of soil-organic-carbon (SOC), which further enhances soil fertility. Different fractions of SOC pools react to the alterations in management practices and indicate changes in SOC dynamics as compared to total C in the soil. Higher SOC levels in soil have been observed in case of reduced/no-till (NT) practices than conventional tillage (CT). However, between CT and zero tillage/NT, total SOC stocks diminished with an increase in soil depth, which demonstrated that the benefits of SOC are more pronounced in the topsoil under NT. Soil aggregation provides physical protection to C associated with different-sized particles, thus, the improvement in soil aggregation through CA is an effective way to mitigate soil C loss. Along with less soil disturbance, residual management, suitable crop rotation, rational application of manures and fertilizers, and integrated nutrient management have been found to be effective in not only improving soil C stock but also enhancing the soil health and productivity. Thus, CA can be considered as a potential method in the build-up of SOC of soil in rice-wheat system. 展开更多
关键词 TILLAGE conservation Agriculture Soil Organic Carbon Carbon Fractions Rice-Wheat System Organic Amendments
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Developing Conservation Tillage Technology to Improve Ecological Environment in Chifeng City
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作者 QIAOJinliang 《外文科技期刊数据库(文摘版)自然科学》 2022年第2期083-087,共5页
Conservation tillage technology is an advanced modern agricultural technology, which is a significant change to the traditional tillage technology system. The popularization and application of conservation tillage tec... Conservation tillage technology is an advanced modern agricultural technology, which is a significant change to the traditional tillage technology system. The popularization and application of conservation tillage technology can effectively protect the ecological environment. This study starts with the concept and connotation of conservation tillage technology, discusses the content of conservation tillage technology and puts forward the corresponding development measures, hoping to help promote the sustainable development of ecological environment. 展开更多
关键词 conservation tillage technology ecological environment development measures
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Influence and Analysis of Soil and Water Conservation Measures on Water Resources and Water Environment
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作者 DUJinhai 《外文科技期刊数据库(文摘版)自然科学》 2022年第6期055-058,共4页
In the process of human societys survival and development, water resource is an indispensable key resource, which is closely related to the balanced development of Chinas ecological environment. However, at present, C... In the process of human societys survival and development, water resource is an indispensable key resource, which is closely related to the balanced development of Chinas ecological environment. However, at present, Chinas water resources shortage and water environment pollution are serious problems, which not only restrict the long-term social and economic development, but also lead to the destruction of the regional ecological environment. In order to ensure that the problems of water resources and water environment can be solved efficiently and the ecological environment can be improved, the application of water and soil conservation measures should be strengthened so as to lay a solid foundation for the long-term economic development of our country. 展开更多
关键词 soil and water conservation measures water resources water environment EFFECT
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The Role of Sports Diplomacy in Advancing Environmental Security in Africa: Case of Forest Conservation in Kenya
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作者 Benjamin Mutuku Kinyili Shazia Chaudhry 《International Relations and Diplomacy》 2021年第5期199-210,共12页
Environmental security remains a key challenge in the late 19th through to the 21st century,whose solution has attracted a number of initiatives.Sports diplomacy has achieved great strides in achieving international,r... Environmental security remains a key challenge in the late 19th through to the 21st century,whose solution has attracted a number of initiatives.Sports diplomacy has achieved great strides in achieving international,regional,and local unity.However,the use of sports diplomacy in achieving environmental security has received much less research attention.This research examines the role of sports in diplomacy in achieving environmental security in Kenya.This study was anchored on the soft power theory and Conservation of Resources(COR)theory which offer frameworks for explaining the role of sports diplomacy in advancing environmental security.The study adopted exploratory research design.The target population was diplomats,marathoners,coaches,environmentalists,conservationists and government officials,academia as well as Water Resources Authority(WRA).The primary data were obtained through open and closed structured questionnaire.The collected data were analyzed through the use of frequency distribution,and thematic analysis.The study established that sports diplomacy advanced environmental security in Kenya,which was better for athletics and volleyball.Environmental security was also enhanced through training,sensitization,conservation efforts,and environmental education.Sport events also allowed a contact-platform for interaction between various groups involved in environment and forest conservation.This study recommends that sports diplomacy should be used in most of the regions in Kenya experiencing environmental perturbations and the current strategies should be applied in the sports diplomacy and environmental conservation as well as security.Further,the government is also encouraged to appoint more sports ambassadors with proper environmental knowledge to help in environmental management.The role of academicians in sports diplomacy and environmental security was found to be minimal where academicians should be at the forefront as the 21st century diplomats are incorporated into sports to be local ambassadors.Perceiving the significance of sports diplomacy and environmental security,there is need for coordination between various county governments to coordinate their efforts and in the process they should bring on board even the non sports actors to boost the role of sports in diplomacy and environment. 展开更多
关键词 sports diplomacy environmental security forest conservation soft power theory conservation of Resources(COR)theory
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