AIMC Topic: India

Clear Filters Showing 41 to 50 of 270 articles

Development of multistage crop yield estimation model using machine learning and deep learning techniques.

International journal of biometeorology Dec 7, 2024
In this research paper, machine learning techniques were applied to a multivariate meteorological time series data for estimating the wheat yield of five districts of Punjab. Wheat yield data and weather parameters over 34 years were collected from t...
Neural Networks, Computer Machine Learning Deep Learning Triticum Weather Crops, Agricultural India Models, Theoretical
View on PubMed DOI

Integrating Sentinel-1 data and machine learning for effective paddy field monitoring in Cauvery Delta Zone, Tamil Nadu, India.

Environmental monitoring and assessment Dec 5, 2024
Paddy crop mapping is essential for agricultural monitoring, ensuring food security, and enhancing resource allocation. This study observes the Cauvery Delta Zone (CDZ), recognized as the rice bowl of Tamil Nadu and a crucial area for paddy farming i...
Radar Machine Learning Oryza Crops, Agricultural India Environmental Monitoring Agriculture Support Vector Machine
View on PubMed DOI

Particulate matter estimation using satellite datasets: a machine learning approach.

Environmental science and pollution research international Dec 3, 2024
In the present work, it is the first time an interpretable machine learning model has been developed for the estimation of Particulate Matter 10 µm (PM) concentrations over India using Aerosol Optical Depth (AOD) from two different satellites, i.e. I...
Machine Learning Particulate Matter India Environmental Monitoring Aerosols Air Pollutants Satellite Imagery
View on PubMed DOI

Public Perception on Artificial Intelligence-Driven Mental Health Interventions: Survey Research.

JMIR formative research Nov 28, 2024
BACKGROUND: Artificial intelligence (AI) has become increasingly important in health care, generating both curiosity and concern. With a doctor-patient ratio of 1:834 in India, AI has the potential to alleviate a significant health care burden. Publi...
Mental Health Services Adult Adolescent Perception Middle Aged Female India Public Opinion Surveys and Questionnaires Mental Health Humans Male Young Adult Artificial Intelligence
View on PubMed DOI

Evaluation of machine learning and deep learning models for daily air quality index prediction in Delhi city, India.

Environmental monitoring and assessment Nov 19, 2024
The air quality index (AQI), based on criteria for air contaminants, is defined to provide a shared vision of air quality. As air pollution continues to rise in global cities due to urbanization and climate change, air pollution monitoring and foreca...
Air Pollution Deep Learning Particulate Matter Environmental Monitoring India Air Pollutants Cities Machine Learning Forecasting
View on PubMed DOI

Sunflower mapping using machine learning algorithm in Google Earth Engine platform.

Environmental monitoring and assessment Nov 18, 2024
The sunflower crop is one of the most pro sources of vegetable oil globally. It is cultivated all around the world including Haryana, in India. However, its mapping is limited due to the requirement of huge computation power, large data storage capac...
Machine Learning Algorithms Helianthus Agriculture Support Vector Machine India Environmental Monitoring Crops, Agricultural
View on PubMed DOI

Efficient High Heating Value estimation using Latin Hypercube Sampling and Artificial Neural Network-based approach.

Environmental monitoring and assessment Nov 5, 2024
To maximize energy recovery in waste-to-energy (WTE) systems, the High Heating Value (HHV) of municipal solid waste (MSW) must be accurately estimated. To forecast the HHV of MSW, this study proposes a unique method that combines an Artificial Neural...
Environmental Monitoring Heating Solid Waste Neural Networks, Computer India
View on PubMed DOI

CAD-PsorNet: deep transfer learning for computer-assisted diagnosis of skin psoriasis.

Scientific reports Nov 4, 2024
Psoriasis, being a chronic, inflammatory, lifelong skin disorder, has become a major threat to the human population. The precise and effective diagnosis of psoriasis continues to be difficult for clinicians due to its varied nature. In northern India...
Psoriasis Skin India Image Processing, Computer-Assisted Diagnosis, Computer-Assisted Deep Learning Humans Adult
View on PubMed DOI

Integration of SPEI and machine learning for assessing the characteristics of drought in the middle ganga plain, an agro-climatic region of India.

Environmental science and pollution research international Oct 29, 2024
Drought, as a natural and intricate climatic phenomenon, poses challenges with implications for both natural ecosystems and socioeconomic conditions. Evaluating the characteristics of drought is a significant endeavor aimed at mitigating its impact o...
Droughts India Climate Machine Learning Ecosystem Neural Networks, Computer
View on PubMed DOI

Prediction of urban surface water quality scenarios using hybrid stacking ensembles machine learning model in Howrah Municipal Corporation, West Bengal.

Journal of environmental management Oct 13, 2024
In the pursuit of understanding surface water quality for sustainable urban management, we created a machine learning modeling framework that utilized Random Forest (RF), Cubist, Extreme Gradient Boosting (XGB), Multivariate Adaptive Regression Splin...
Machine Learning India Support Vector Machine Water Quality
View on PubMed DOI
Popular Topics
Recent Journals