Environment and conservation
research papers

Albumentations in Environment and conservation research

Used in 18 research papers

Wildlife, biodiversity, conservation, habitat, forest, and pollution monitoring.

Elephant among trees in a forest
Photo: Sargaraj Tr on Pexels

Public examples

Most-cited research papers

Showing the top 18

  1. #1

    A Deep Learning Based Object Identification System for Forest Fire Detection

    2021
    103 citations

  2. #2

    Exploration of geo-spatial data and machine learning algorithms for robust wildfire occurrence prediction

    2025
    25 citations

  3. #3

    Wildfire Smoke Detection Enhanced by Image Augmentation with StyleGAN2-ADA for YOLOv8 and RT-DETR Models

    2024
    22 citations

  4. #4

    Fire and Smoke Detection Based on Improved YOLOV11

    2025
    18 citations

  5. #5

    Improving the mapping of coastal invasive species using UAV imagery and deep learning

    2023
    15 citations

  6. #6

    Simultaneous, vision-based fish instance segmentation, species classification and size regression

    2024
    10 citations

  7. #7

    Enhancing Fish Auction with Deep Learning and Computer Vision: Automated Caliber and Species Classification

    2024
    7 citations

  8. #8

    Assessment of spawning habitat suitability for Amphidromous Ayu (Plecoglossus altivelis) in tidal Asahi River sections in Japan: Implications for conservation and restoration

    2024
    6 citations

  9. #9

    Lacking data? No worries! How synthetic images can alleviate image scarcity in wildlife surveys: A case study with muskox ( Ovibos moschatus )

    2026
    4 citations

  10. #10

    Post Wildfire Burnt-up Detection Using Siamese UNet

    2024
    2 citations

  11. #11

    AI-Driven Waste Detection in Russia: Towards a National Environmental Monitoring System

    2025
    1 citations

  12. #12

    NEMO: ML based fish species classification

    2025
    1 citations

  13. #13

    Bird Species Classification Using Convolutional Neural Network

    2026
    0 citations

  14. #14

    DeepMarine: A Deep Learning Framework for detecting plastic debris in water and conserving Biodiversity

    2026
    0 citations

  15. #15

    Interpretable Wildlife Classification by Coupling Genetics, Scoring Systems, and Computer Vision

    2026
    0 citations

  16. #16

    Real-Time Wild Animal Detection in Farmland Using Camera-Based Deep Learning and an Android Alert System

    2026
    0 citations

  17. #17

    Automated Detection of Antarctic Benthic Organisms in High-Resolution in Situ Imagery to Aid Biodiversity Monitoring

    2025
    0 citations

  18. #18

    Semi-supervised Object Segmentation via Active Learning for Efficient Ecological Monitoring

    2025
    0 citations