AIMC Topic: Conservation of Natural Resources

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Explore the relationship between fish community and environmental factors by machine learning techniques.

Environmental research Feb 17, 2020
In the face of multiple habitat alterations originating from both natural and anthropogenic factors, the fast-changing environments pose significant challenges for maintaining ecosystem integrity. Machine learning is a powerful tool for modeling comp...
Machine Learning Animals Ecosystem Neural Networks, Computer Fishes Rivers Conservation of Natural Resources Environmental Monitoring Taiwan Population Dynamics
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Spatiotemporal dynamics of urbanization and cropland in the Nile Delta of Egypt using machine learning and satellite big data: implications for sustainable development.

Environmental monitoring and assessment Nov 23, 2019
The Nile Delta of Egypt is increasingly facing sustainability threats, due to a combination of nature- and human-induced changes in land cover and land use. In this paper, an analysis of big time series data from remotely sensed satellite images and ...
Urbanization Egypt Machine Learning Sustainable Development Conservation of Natural Resources Humans Agriculture Satellite Imagery Environmental Monitoring City Planning
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Land Suitability Evaluation and an Interval Stochastic Fuzzy Programming-Based Optimization Model for Land-Use Planning and Environmental Policy Analysis.

International journal of environmental research and public health Oct 25, 2019
People explosion and fast economic growth are bringing a more serious land resource shortage crisis. Rational land-use allocation can effectively reduce this burden. Existing land-use allocation models may deal with a lot of challenges of land-use pl...
Decision Making Conservation of Natural Resources Uncertainty China Models, Theoretical Fuzzy Logic Environmental Policy
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Valuation methodology of laminar erosion potential using fuzzy inference systems in a Brazilian savanna.

Environmental monitoring and assessment Sep 7, 2019
This study presents an approach on the evaluation of potential laminar erosion in the Ribeirão Sucuri Grande watershed. It is located in the northeast of the state of Goiás, Brazil, a conservation area under strong anthropogenic pressure. A Mamdani f...
Fuzzy Logic Soil Grassland Rivers Brazil Water Movements Conservation of Natural Resources Environmental Monitoring
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A Machine Learning-Based QSAR Model for Benzimidazole Derivatives as Corrosion Inhibitors by Incorporating Comprehensive Feature Selection.

Interdisciplinary sciences, computational life sciences Sep 4, 2019
BACKGROUND: Computational prediction of inhibition efficiency (IE) for inhibitor molecules is a crucial supplementary way to design novel molecules that can efficiently inhibit corrosion onto metallic surfaces.
Benzimidazoles Chemistry Corrosion Quantitative Structure-Activity Relationship Static Electricity Cluster Analysis Predictive Value of Tests Hydrazines Linear Models Conservation of Natural Resources Imaging, Three-Dimensional Machine Learning Computational Biology Support Vector Machine Algorithms Metals
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An Integrated Fuzzy AHP and Fuzzy TOPSIS Approach to Assess Sustainable Urban Development in an Emerging Economy.

International journal of environmental research and public health Aug 13, 2019
Sustainable urban development (SUD) requires a balance between economic growth, social well-being, and environmental protection. Oftentimes, urban policy makers can hardly fulfill all SUD goals due to inadequacy of resources to support SUD programs. ...
Humans Fuzzy Logic Urbanization Sustainable Development Refuse Disposal Conservation of Natural Resources
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An ecologically constrained procedure for sensitivity analysis of Artificial Neural Networks and other empirical models.

PloS one Jan 30, 2019
Sensitivity analysis applied to Artificial Neural Networks (ANNs) as well as to other types of empirical ecological models allows assessing the importance of environmental predictive variables in affecting species distribution or other target variabl...
Environment Models, Theoretical Fishes Neural Networks, Computer Conservation of Natural Resources Animals Ecosystem
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Applying deep learning to right whale photo identification.

Conservation biology : the journal of the Society for Conservation Biology Nov 28, 2018
Photo identification is an important tool for estimating abundance and monitoring population trends over time. However, manually matching photographs to known individuals is time-consuming. Motivated by recent developments in image recognition, we ho...
Conservation of Natural Resources Animals Whales Deep Learning
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Influence of Industrialization and Environmental Protection on Environmental Pollution: A Case Study of Taihu Lake, China.

International journal of environmental research and public health Nov 23, 2018
In order to quantitatively study the effect of environmental protection in China since the twenty-first century and the environmental pollution projected for the next ten years (under the model of extensive economic development), this paper establish...
Conservation of Natural Resources Geologic Sediments Benzo(a)pyrene Environmental Pollution Cadmium Lakes Environmental Monitoring Neural Networks, Computer China Industrial Development Water Pollutants, Chemical Bayes Theorem
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Assessing organizations performance on the basis of GHRM practices using BWM and Fuzzy TOPSIS.

Journal of environmental management Aug 13, 2018
Over the past few years, the need for sustainable environmental management has increased rapidly and green management has emerged as an important tool for the same. The role of Green Human Resource Management (GHRM) practices in environmental managem...
Conservation of Natural Resources Humans Human Activities Fuzzy Logic
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