Latest Research in Environmental Ecosystem Sensing

Top Research Topics in Environmental Ecosystem Sensing

• Computer Vision and Pattern Recognition — 14 papers
• Advanced Neural Network Applications — 4 papers
• Water Quality Monitoring Technologies — 3 papers
• Wood and Agarwood Research — 2 papers
• Wildlife Ecology and Conservation — 2 papers
• Spectroscopy and Chemometric Analyses — 2 papers
• Industrial Vision Systems and Defect Detection — 2 papers
• Marine animal studies overview — 1 papers
• Identification and Quantification in Food — 1 papers
• Remote Sensing in Agriculture — 1 papers

Highest-Cited Papers

1. A Tracking‐By‐Detection Framework to Automatically Count Rare and Elusive Megafauna in Aerial Video Surveys
2. A Hybrid Framework of Vision Transformer and Gated Recurrent Unit for Detection of Mosquito Diseases
3. Leveraging museum specimens for AI-driven trait detection using computer vision: A case study on Zimbabwean fish
4. BenthiCat: An opti-acoustic dataset for advancing benthic classification and habitat mapping
5. CableDex: Cable Length Estimation on Industrial Reels Using a Handheld Device
6. Multi-Model Comparative Study for Bark-Texture Based Tree Species Classification Using Custom Indian Tree Species Dataset
7. Multi-Model Comparative Study for Bark-Texture Based Tree Species Classification Using Custom Indian Tree Species Dataset
8. Reliable plateau livestock monitoring in complex environments via RGBT fusion tracking: a case study in Guide County, Qinghai Province
9. DSCF-DET: An RT-DETR-Based Framework for Fine-Grained Detection of Musk Deer and Visually Similar Artiodactyls
10. Hyperspectral Imaging Combined with Multi-Scale Feature Fusion and Improved Faster R-CNN for Automated Detection of Surface Defects on Chicken Carcasses
11. Developing a simple automatic elephant detection system aimed at achieving individual recognition in a specific forest site using image processing and supervised machine learning
12. A comparative evaluation of deep learning architectures, loss functions, and ensemble strategies for underwater fish species classification
13. An Automated Population Monitoring Framework for Larus ridibundus in Kunming City Based on Improved YOLOv8 and ByteTrack
14. Promptable Animal Pose Tracking Across Species
15. AgriJetsonBench: External-Power-Referenced TensorRT Benchmarking of Agricultural Vision Models on Jetson Edge Platforms
16. Combining Deep Learning and Ecological Monitoring for BRUV Coral Reef Megafauna Assessment
17. Evaluation of a Computer Vision Algorithm for Wood Defect Detection and Quality-Class Assignment of Birch (Betula spp.) Veneer Logs Under Industrial Conditions
18. Assessing Applications of Self-Supervised Learning for Tree Species Classification from LiDAR Point Clouds
19. ZMIS-SAM: Segment Anything Model Enhanced with Wavelet Transform for Zooplankton Microscopy Image Instance Segmentation
20. ERFA–YOLO: A Real-Time Illegal Angling Detection Framework for Sustainable Aquatic Ecosystem Monitoring in Complex Environments

Sub-Regions

• Computer Vision and Pattern Recognition — 16 papers
• Advanced Neural Network Applications — 11 papers
• Wildlife Ecology and Conservation — 9 papers
• Remote Sensing and LiDAR Applications — 5 papers
• Spectroscopy and Chemometric Analyses — 4 papers
• Remote Sensing in Agriculture — 3 papers