AIMC Topic: Remote Sensing Technology

Clear Filters Showing 81 to 90 of 268 articles

A comprehensive health assessment approach using ensemble deep learning model for remote patient monitoring with IoT.

Scientific reports Jul 8, 2024
The goal of this research is to create an ensemble deep learning model for Internet of Things (IoT) applications that specifically target remote patient monitoring (RPM) by integrating long short-term memory (LSTM) networks and convolutional neural n...
Heart Rate Internet of Things Deep Learning Wearable Electronic Devices Remote Sensing Technology Telemedicine Monitoring, Physiologic Humans Neural Networks, Computer
View on PubMed DOI

Machine learning for cyanobacteria inversion via remote sensing and AlgaeTorch in the Třeboň fishponds, Czech Republic.

The Science of the total environment Jul 4, 2024
Cyanobacteria blooms in fishponds, driven by climate change and anthropogenic activities, have become a critical concern for aquatic ecosystems worldwide. The diversity in fishpond sizes and fish densities further complicates their monitoring. This s...
Machine Learning Cyanobacteria Eutrophication Remote Sensing Technology Environmental Monitoring Water Quality Support Vector Machine Czech Republic
View on PubMed DOI

Deep learning-based prediction of plant height and crown area of vegetable crops using LiDAR point cloud.

Scientific reports Jun 28, 2024
Remote sensing has been increasingly used in precision agriculture. Buoyed by the developments in the miniaturization of sensors and platforms, contemporary remote sensing offers data at resolutions finer enough to respond to within-farm variations. ...
Crops, Agricultural Solanum melongena Solanum lycopersicum Vegetables Deep Learning Agriculture Remote Sensing Technology India
View on PubMed DOI

CMR-net: A cross modality reconstruction network for multi-modality remote sensing classification.

PloS one Jun 25, 2024
In recent years, the classification and identification of surface materials on earth have emerged as fundamental yet challenging research topics in the fields of geoscience and remote sensing (RS). The classification of multi-modality RS data still p...
Remote Sensing Technology Deep Learning Neural Networks, Computer Image Processing, Computer-Assisted Algorithms
View on PubMed DOI

Novel artificial intelligence assisted Landsat-8 imagery analysis for mango orchard detection and area mapping.

PloS one Jun 14, 2024
The mango fruit plays a crucial role in providing essential nutrients to the human body and Pakistani mangoes are highly coveted worldwide. The escalating demand for agricultural products necessitates enhanced methods for monitoring and managing agri...
Fruit Crops, Agricultural Mangifera Humans Satellite Imagery Machine Learning Remote Sensing Technology Artificial Intelligence Agriculture Pakistan
View on PubMed DOI

Remotely sensed estimates of long-term biochemical oxygen demand over Hong Kong marine waters using machine learning enhanced by imbalanced label optimisation.

The Science of the total environment Jun 8, 2024
In many coastal cities around the world, continuing water degradation threatens the living environment of humans and aquatic organisms. To assess and control the water pollution situation, this study estimated the Biochemical Oxygen Demand (BOD) conc...
Machine Learning Remote Sensing Technology Water Pollution Hong Kong Environmental Monitoring Water Pollutants, Chemical Seawater Biological Oxygen Demand Analysis
View on PubMed DOI

A Hybrid convolution neural network for the classification of tree species using hyperspectral imagery.

PloS one May 31, 2024
In recent years, the advancement of hyperspectral remote sensing technology has greatly enhanced the detailed mapping of tree species. Nevertheless, delving deep into the significance of hyperspectral remote sensing data features for tree species rec...
Algorithms Hyperspectral Imaging Deep Learning Support Vector Machine Remote Sensing Technology Trees Neural Networks, Computer
View on PubMed DOI

Generation and classification of patch-based land use and land cover dataset in diverse Indian landscapes: a comparative study of machine learning and deep learning models.

Environmental monitoring and assessment May 22, 2024
In the context of environmental and social applications, the analysis of land use and land cover (LULC) holds immense significance. The growing accessibility of remote sensing (RS) data has led to the development of LULC benchmark datasets, especiall...
Remote Sensing Technology Conservation of Natural Resources Satellite Imagery Neural Networks, Computer India Deep Learning Machine Learning Environmental Monitoring
View on PubMed DOI

Global marine phytoplankton dynamics analysis with machine learning and reanalyzed remote sensing.

PeerJ May 8, 2024
Phytoplankton are the world's largest oxygen producers found in oceans, seas and large water bodies, which play crucial roles in the marine food chain. Unbalanced biogeochemical features like salinity, pH, minerals, ., can retard their growth. With a...
Environmental Monitoring Remote Sensing Technology Phytoplankton Oceans and Seas Supervised Machine Learning Machine Learning
View on PubMed DOI

An evaluative technique for drought impact on variation in agricultural LULC using remote sensing and machine learning.

Environmental monitoring and assessment May 6, 2024
Drought events threaten freshwater reservoirs and agricultural productivity, particularly in semi-arid regions characterized by erratic rainfall. This study evaluates a novel technique for assessing the impact of drought on LULC variations in the con...
Droughts Climate Change Satellite Imagery Environmental Monitoring Remote Sensing Technology Machine Learning Agriculture
View on PubMed DOI
Popular Topics
Recent Journals