AIMC Journal:
Journal of environmental management

Showing 231 to 240 of 344 articles

Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learning.

Journal of environmental management Mar 12, 2024
Robust quantification of vegetative biomass using satellite imagery using one or more forms of machine learning (ML) has hitherto been hindered by the extent and quality of training data. Here, we showcase how ML predictive demonstrably improves when...
Australia Satellite Imagery Machine Learning Biomass Farms
View on PubMed DOI

Spatiotemporal assessment of groundwater quality and quantity using geostatistical and ensemble artificial intelligence tools.

Journal of environmental management Mar 2, 2024
The study investigated the spatiotemporal relationship between surface hydrological variables and groundwater quality/quantity using geostatistical and AI tools. AI models were developed to estimate groundwater quality from ground-based measurements ...
Neural Networks, Computer Artificial Intelligence Iran Groundwater Spatial Analysis Environmental Monitoring
View on PubMed DOI

Deep learning models for monitoring landscape changes in a UNESCO Global Geopark.

Journal of environmental management Feb 27, 2024
By identifying Earth heritage sites, UNESCO Global Geoparks (UGGps) have promoted geo-tourism and regional economic prosperity. However, commercial and tourism development has altered the natural contexts of these geoparks, diminishing their initial ...
Urbanization UNESCO Conservation of Natural Resources Deep Learning Agriculture Environmental Monitoring
View on PubMed DOI

Tree-structured parzen estimator optimized-automated machine learning assisted by meta-analysis for predicting biochar-driven NO mitigation effect in constructed wetlands.

Journal of environmental management Feb 17, 2024
Biochar is a carbon-neutral tool for combating climate change. Artificial intelligence applications to estimate the biochar mitigation effect on greenhouse gases (GHGs) can assist scientists in making more informed solutions. However, there is also e...
Nitrous Oxide Nitrogen Wetlands Artificial Intelligence Machine Learning Soil Charcoal
View on PubMed DOI

Innovative approach for predicting daily reference evapotranspiration using improved shallow and deep learning models in a coastal region: A comparative study.

Journal of environmental management Feb 14, 2024
Accurate and reliable estimation of Reference Evapotranspiration (ETo) is crucial for water resources management, hydrological processes, and agricultural production. The FAO-56 Penman-Monteith (FAO-56PM) approach is recommended as the standard model...
Neural Networks, Computer Deep Learning Climate Temperature Wind
View on PubMed DOI

Unraveling the impact of digital transformation on green innovation through microdata and machine learning.

Journal of environmental management Feb 13, 2024
How to use digitalization to support the green transformation of organizations has drawn much attention based on the rapid development of digitalization. However, digital transformation (DT) may be hindered by the "IT productivity paradox." Exploring...
Uncertainty Disclosure China Machine Learning Industry
View on PubMed DOI

Intelligent algorithms-aided modeling and optimization of the deturbidization of abattoir wastewater by electrocoagulation using aluminium electrodes.

Journal of environmental management Jan 29, 2024
The removal of turbidity from abattoir wastewater (AWW) by electrocoagulation (EC) was modeled and optimized using Artificial Intelligence (AI) algorithms. Artificial neural networks (ANN), adaptive neuro-fuzzy inference systems (ANFIS), particle swa...
Electrocoagulation Aluminum Fuzzy Logic Wastewater Artificial Intelligence Electrodes Algorithms Abattoirs
View on PubMed DOI

A CNN-LSTM based deep learning model with high accuracy and robustness for carbon price forecasting: A case of Shenzhen's carbon market in China.

Journal of environmental management Jan 23, 2024
Accurately predicting carbon trading prices using deep learning models can help enterprises understand the operational mechanisms and regulations of the carbon market. This is crucial for expanding the industries covered by the carbon market and ensu...
Reproducibility of Results Industry Forecasting China Deep Learning Carbon
View on PubMed DOI

Estimation of potential wildfire behavior characteristics to assess wildfire danger in southwest China using deep learning schemes.

Journal of environmental management Jan 5, 2024
Accurate estimation of potential wildfire behavior characteristics (PWBC) can improve wildfire danger assessment. However, wildfire behavior has been estimated by most fire spread models with immeasurable uncertainties and difficulties in large-scale...
Fires Wildfires Conservation of Natural Resources China Reactive Oxygen Species Deep Learning Artificial Intelligence
View on PubMed DOI

How does artificial intelligence affect the transformation of China's green economic growth? An analysis from internal-structure perspective.

Journal of environmental management Jan 3, 2024
Artificial intelligence (AI) has been proved to be an important engine of green economic development, yet how it will affect the internal structure of green economy is unknown. The aim of this study is to examine the impact and its mechanism of AI on...
Artificial Intelligence China Economic Development Technology Efficiency Policy
View on PubMed DOI
Popular Topics
Popular Journals