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Early Forest Fire Detection Using Drones and Artificial Intelligence

https://doi.org/10.23919/mipro.2019.8756696
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1109/ccst.2003.1297544openalex-snapshot
An intelligent real-time fire-detection method based on video processing
inferredcites →https://doi.org/10.1109/iih-msp.2006.265033openalex-snapshot
The Smoke Detection for Early Fire-Alarming System Base on Video Processing
inferredcites →https://doi.org/10.1109/vnis.1994.396866openalex-snapshot
Fire detection in tunnels using an image processing method
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4125865openalex-extracted
Coordinated Trucks and Drones for Early Fire Detection
inferred← citeshttps://doi.org/10.2139/ssrn.4197953openalex-extracted
inferred← citeshttps://doi.org/10.2139/ssrn.4486973openalex-extracted
inferred← citeshttps://doi.org/10.2139/ssrn.4685281openalex-extracted
The Global Wildfire Activity Re-Visited
inferred← citeshttps://doi.org/10.1002/asjc.3149openalex-snapshot
Cluster assignment in multi‐agent systems: Sparsity bounds and fault tolerance
inferred← citeshttps://doi.org/10.1002/bes2.2097openalex-snapshot
Artificial Intelligence in Ecology: A Commentary on a Chatbot's Perspective
inferred← citeshttps://doi.org/10.1007/978-3-030-68080-0_8openalex-snapshot
Machine Learning and Color Treatment for the Forest Fire and Smoke Detection Systems and Algorithms, a Recent Literature Review
inferred← citeshttps://doi.org/10.1007/978-3-031-16474-3_40openalex-snapshot
A Generic Approach to Extend Interpretability of Deep Networks
inferred← citeshttps://doi.org/10.1007/978-3-031-19309-5_4openalex-snapshot
Forest Fire Detection from UAV Images Using Fusion of Pre-trained Mobile CNN Features
inferred← citeshttps://doi.org/10.1007/978-3-031-68908-6_35openalex-snapshot
Change Detection and Budget Estimation of Catastrophic Events Based on Image Processing
inferred← citeshttps://doi.org/10.1007/978-3-031-70399-7_5openalex-snapshot
Fire Detection and Fire-Fighting Drone Using Deep Learning Technique
inferred← citeshttps://doi.org/10.1007/978-3-031-82156-1_8openalex-snapshot
Enhancing Forest Fire Classification with Feature Selection and Machine Learning Based on PRISMA Hyperspectral Data
inferred← citeshttps://doi.org/10.1007/978-3-032-03108-2_14openalex-snapshot
An Integer Programming Model for Sensor Placement in LoRaWAN Networks
inferred← citeshttps://doi.org/10.1007/978-3-032-11317-7_10openalex-snapshot
UKANWeed: An Application of Kolmogorov-Arnold Networks to Weed Mapping
inferred← citeshttps://doi.org/10.1007/978-981-95-4452-3_36openalex-snapshot
FORML: A Hybrid Approach to Real-Time Forest Fire Detection Using WSNs and UAVs
inferred← citeshttps://doi.org/10.1007/978-981-95-9167-1_11openalex-snapshot
Drone and Robotics in Disaster Management: An Overview
inferred← citeshttps://doi.org/10.1007/978-981-96-7473-2_31openalex-snapshot
Decadal Perspective of IoT in Forest Fire Detection
inferred← citeshttps://doi.org/10.1007/978-981-97-1488-9_49openalex-snapshot
Elevating Large-scale Forest Surveillance: A Deep Learning Analysis of Inception V3 and EfficientNet for IoT-Driven Fire Detection
inferred← citeshttps://doi.org/10.1007/978-981-97-3556-3_22openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-99-1414-2_3openalex-snapshot
Forest Fire Detection and Classification Using Deep Learning Concepts
inferred← citeshttps://doi.org/10.1007/s00521-024-10440-7openalex-snapshot
Real-time drone detection framework based on advanced texture feature extraction and pattern recognition model using GUI
inferred← citeshttps://doi.org/10.1007/s10694-020-01056-zopenalex-snapshot
A Survey of Machine Learning Algorithms Based Forest Fires Prediction and Detection Systems
inferred← citeshttps://doi.org/10.1007/s13198-023-02192-9openalex-snapshot
Real-time structural crack detection in buildings using YOLOv3 and autonomous unmanned aerial systems
inferred← citeshttps://doi.org/10.1007/s42979-022-01160-7openalex-snapshot
iDrone: IoT-Enabled Unmanned Aerial Vehicles for Detecting Wildfires Using Convolutional Neural Networks
inferred← citeshttps://doi.org/10.1007/s42979-024-02650-6openalex-snapshot
Drone Swarm Coordination Using Reinforcement Learning for Efficient Wildfires Fighting
inferred← citeshttps://doi.org/10.1007/s44163-026-01087-5openalex-snapshot
Artificial intelligence for wildfire detection and management
inferred← citeshttps://doi.org/10.1016/b978-0-443-41692-7.00002-0openalex-snapshot
Integrating new technologies: challenges and opportunities for scalability, accessibility, and interoperability
inferred← citeshttps://doi.org/10.1016/j.comcom.2019.09.009openalex-snapshot
An efficient architecture for the accurate detection and monitoring of an event through the sky
inferred← citeshttps://doi.org/10.1016/j.energy.2023.129094openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.foreco.2022.120707openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.sigpro.2021.108309openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.srs.2023.100101openalex-snapshot
Improving wildland fire spread prediction using deep U-Nets
inferred← citeshttps://doi.org/10.1038/s41598-025-94002-4openalex-snapshot
Exploration of geo-spatial data and machine learning algorithms for robust wildfire occurrence prediction
inferred← citeshttps://doi.org/10.1038/s41598-025-99032-6openalex-snapshot
Trust-driven approach to enhance early forest fire detection using machine learning
inferred← citeshttps://doi.org/10.1063/5.0149348openalex-snapshot
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inferred← citeshttps://doi.org/10.1088/1748-3190/ad311eopenalex-snapshot
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inferred← citeshttps://doi.org/10.1109/access.2023.3312217openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/access.2025.3576192openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/accthpa65749.2025.11168642openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/aibthings63359.2024.10863226openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/aiccsa66935.2025.11315192openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/aiiot58432.2024.10574694openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/balkancom53780.2021.9593145openalex-snapshot
A Coverage Path Planning Algorithm for Self-Organizing Drone Swarms
inferred← citeshttps://doi.org/10.1109/bia50171.2020.9244498openalex-snapshot
An artificial intelligence approach to real-time automatic smoke detection by unmanned aerial vehicles and forest observation systems
inferred← citeshttps://doi.org/10.1109/ccwc51732.2021.9376116openalex-snapshot
Energy Consumption Analyses for Unmanned Aerial Systems used in Disaster Management
inferred← citeshttps://doi.org/10.1109/cogmi52975.2021.00010openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/comtech52583.2021.9616876openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/confluence56041.2023.10048878openalex-snapshot
RCNN Architecture for Forest Fire Detection
inferred← citeshttps://doi.org/10.1109/dsaa60987.2023.10302582openalex-snapshot
Utilizing MODIS Fire Mask for Predicting Forest Fires Using Landsat-9/8 and Meteorological Data
inferred← citeshttps://doi.org/10.1109/esci59607.2024.10497362openalex-snapshot
FireLens: A Deep Learning Solution for Wildfire Identification
inferred← citeshttps://doi.org/10.1109/etcc65847.2025.11108477openalex-snapshot
A Stacked Ensemble Model for Accurate Wildfire Prediction Using Meteorological Data and Bayesian Optimization
inferred← citeshttps://doi.org/10.1109/fit53504.2021.00040openalex-snapshot
Algorithm-based Dynamic Formal Model for Forest Fire Detection & Extinguishment System
inferred← citeshttps://doi.org/10.1109/ghtc53159.2021.9612451openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/i-pact52855.2021.9696990openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/i2ct57861.2023.10126370openalex-snapshot
Forest Fire Detection using Convolutional Neural Network Model
inferred← citeshttps://doi.org/10.1109/i2ct61223.2024.10543925openalex-snapshot
A Comparative Assessment of CNN-Sigmoid and CNN-SVM model for Forest Fire Detection
inferred← citeshttps://doi.org/10.1109/icaaic56838.2023.10140399openalex-snapshot
Satellite Image Segmentation for Forest Fire Risk Detection using Gaussian Mixture Models
inferred← citeshttps://doi.org/10.1109/icccn54977.2022.9868945openalex-snapshot
Energy-Aware Multi-Agent Reinforcement Learning for Collaborative Execution in Mission-Oriented Drone Networks
inferred← citeshttps://doi.org/10.1109/icce67443.2026.11449794openalex-snapshot
Autonomous VTOL Drone Solution for Vegetation Overgrowth and Early Wildfire Detection
inferred← citeshttps://doi.org/10.1109/icears53579.2022.9752298openalex-snapshot
Autonomous drones based forest surveillance using Faster R-CNN
inferred← citeshttps://doi.org/10.1109/iceccme57830.2023.10252566openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icecos63900.2024.10791253openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/iceta61311.2023.10343796openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icmcsi61536.2024.00072openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icoco59262.2023.10397888openalex-snapshot
Real-Time UAV System Integration for Fire Detection and Classification
inferred← citeshttps://doi.org/10.1109/iconscept57958.2023.10170016openalex-snapshot
Green IoT Framework for Deep Forest Surveillance
inferred← citeshttps://doi.org/10.1109/icra48506.2021.9561513openalex-snapshot
Robust Adaptive Synchronization of Interconnected Heterogeneous Quadrotors Transporting a Cable-Suspended Load
inferred← citeshttps://doi.org/10.1109/ict-dm58371.2023.10286956openalex-snapshot
Drone Network Design for Environmental Emergency Response in the Brazilian Amazon
inferred← citeshttps://doi.org/10.1109/ictacs59847.2023.10390224openalex-snapshot
A Novel Approach to Early Fire Detection in a Semi-Arid Zone Using Drones and Internet of Things
inferred← citeshttps://doi.org/10.1109/icuas54217.2022.9836119openalex-snapshot
An Early Forest Fire Detection System Based on DJI M300 Drone and H20T Camera
inferred← citeshttps://doi.org/10.1109/icumt61075.2023.10333282openalex-snapshot
Communication Perspective of Wildfire Detection and Suppression: A Survey of Technologies, Requirements, and Future Directions
inferred← citeshttps://doi.org/10.1109/iiccit55816.2022.10010696openalex-snapshot
A Comparison Study for applying Different Deep Learning Models On Fire Detection method
inferred← citeshttps://doi.org/10.1109/inocon60754.2024.10512064openalex-snapshot
An IoT and Random Forest-DT-Based Early Enhanced Forest Fire Detection in Large and Small Targets
inferred← citeshttps://doi.org/10.1109/jiot.2021.3079164openalex-snapshot
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization
inferred← citeshttps://doi.org/10.1109/jiot.2021.3088875openalex-snapshot
A Survey of Recent Advances in Edge-Computing-Powered Artificial Intelligence of Things
inferred← citeshttps://doi.org/10.1109/jiot.2024.3419710openalex-snapshot
Leveraging Drone-Assisted Surveillance for Effective Forest Conservation: A Case Study in Australia’s Daintree Rainforest
inferred← citeshttps://doi.org/10.1109/jstars.2025.3541205openalex-snapshot
Early Forest Fire Detection With UAV Image Fusion: A Novel Deep Learning Method Using Visible and Infrared Sensors
inferred← citeshttps://doi.org/10.1109/lra.2021.3062603openalex-snapshot
The Catenary Robot: Design and Control of a Cable Propelled by Two Quadrotors
inferred← citeshttps://doi.org/10.1109/msnmc61017.2023.10329033openalex-snapshot
Using Artificial Intelligence to Control Drones
inferred← citeshttps://doi.org/10.1109/ntic55069.2022.10100463openalex-snapshot
Pre-disaster Management based Machine Learning, IoT and Big Data: Survey and future direction
inferred← citeshttps://doi.org/10.1109/saupec55179.2022.9730699openalex-snapshot
Adaptive Finite-Time Time-Varying Elliptical Formation Control for a Group of Quadrotors UAVs for Cooperative Wildfire Monitoring
inferred← citeshttps://doi.org/10.1109/syscon53073.2023.10131075openalex-snapshot
Formal Methods in Unmanned Aerial Vehicle Swarm Control for Wildfire Detection and Monitoring
inferred← citeshttps://doi.org/10.1109/vtc2022-fall57202.2022.10012938openalex-snapshot
Early Wildfire Detection using UAVs Integrated with Air Quality and LiDAR Sensors
inferred← citeshttps://doi.org/10.1109/vtc2023-spring57618.2023.10200883openalex-snapshot
Deployment of a UAV-Based Fire Detection System
inferred← citeshttps://doi.org/10.1111/2041-210x.70217openalex-snapshot
Biodiversity research requires more motors in air, water and on land
inferred← citeshttps://doi.org/10.1134/s1063739723600905openalex-snapshot
60 GHz MIMO Solar Rectenna for Satellite-Routed Sensor System (SRSS)-Based IoT Services
inferred← citeshttps://doi.org/10.1142/s2689980921500044openalex-snapshot
A Web-Based Decision Support Systems Framework for Ill-Structured Decision Situations
inferred← citeshttps://doi.org/10.1145/3377283.3377284openalex-snapshot
Multi Object Tracking with UAVs using Deep SORT and YOLOv3 RetinaNet Detection Framework
inferred← citeshttps://doi.org/10.1145/3447526.3472030openalex-snapshot
Drones in Firefighting: A User-Centered Design Perspective
inferred← citeshttps://doi.org/10.1145/3447993.3483273openalex-snapshot
Visage
inferred← citeshttps://doi.org/10.1145/3565995.3566030openalex-snapshot
A Face Recognition System for Bears
inferred← citeshttps://doi.org/10.1155/2022/3170244openalex-snapshot
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inferred← citeshttps://doi.org/10.11591/ijeecs.v28.i2.pp859-866openalex-snapshot
Performance study of reactive routing protocol in wildfire detection using mobile ad-hoc network
inferred← citeshttps://doi.org/10.1177/18758967261457263openalex-snapshot
AI Based Aerial Systems for Wildfire Detection and Monitoring
inferred← citeshttps://doi.org/10.1186/s13595-025-01283-wopenalex-snapshot
LiDAR-estimated height in a young Scots pine (Pinus sylvestris L.) genetic trial supports high-accuracy early selection for height
inferred← citeshttps://doi.org/10.12912/27197050/184265openalex-snapshot
Use of the Computer Modelling for the Analysis of Dangerous Areas during Flooding of Territories
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0141145openalex-snapshot
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inferred← citeshttps://doi.org/10.15393/j2.art.2022.6523openalex-snapshot
DEVELOPMENT OF A FOREST EARLY DETECTION SYSTEM FIRES USING UNMANNED AERIAL VEHICLES AND ARTIFICIAL INTELLIGENCE
inferred← citeshttps://doi.org/10.17762/ijritcc.v11i10.8628openalex-snapshot
Modelling of Intelligent Object Detection and Classification using Aquila Optimizer with Deep Learning on Surveillance Videos
inferred← citeshttps://doi.org/10.21203/rs.3.rs-960274/v1openalex-snapshot
A High-precision Forest Fire Smoke Detection Approach Based on DRGNet to Remote Sensing Through Uavs
inferred← citeshttps://doi.org/10.21608/erjsh.2023.213115.1175openalex-snapshot
Enhancing Efficiency and Safety in Forest Firefighting: A Comprehensive Review of Drone Applications
inferred← citeshttps://doi.org/10.2174/0122103279339983241028073645openalex-snapshot
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inferred← citeshttps://doi.org/10.23919/iccas59377.2023.10316916openalex-snapshot
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inferred← citeshttps://doi.org/10.23919/indiacom70271.2026.11526068openalex-snapshot
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inferred← citeshttps://doi.org/10.24425/cpe.2024.149460openalex-snapshot
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inferred← citeshttps://doi.org/10.26855/ea.2021.06.002openalex-snapshot
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inferred← citeshttps://doi.org/10.29119/1641-3466.2022.163.11openalex-snapshot
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inferred← citeshttps://doi.org/10.29298/rmcf.v14i77.1349openalex-snapshot
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inferred← citeshttps://doi.org/10.30518/jav.1356997openalex-snapshot
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inferred← citeshttps://doi.org/10.33564/ijeast.2020.v04i10.037openalex-snapshot
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inferred← citeshttps://doi.org/10.33564/ijeast.2020.v05i04.050openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fenvs.2022.794028openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/aerospace11040267openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/aerospace11110945openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/app11010363openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/app11125364openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/app122211657openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/app13148275openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/app13158568openalex-snapshot
Development of IoT-Based Real-Time Fire Detection System Using Raspberry Pi and Fisheye Camera
inferred← citeshttps://doi.org/10.3390/app15052388openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/atmos11121373openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones10050368openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones5040130openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones7010047openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones7050286openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones7100637openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones8080373openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/drones9020080openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/electronics12010228openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/electronics12051239openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en18081924openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f12030327openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f13081332openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f14091887openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f15010204openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f15050787openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f16071101openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/fi13080200openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/machines9120361openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/make5030039openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/math11234786openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/plants14070998openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/pr13123984openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs14040909openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs14051262openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs14112701openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs15112845openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs15164112openalex-snapshot
A Review of Practical AI for Remote Sensing in Earth Sciences
inferred← citeshttps://doi.org/10.3390/rs15194694openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs17132313openalex-snapshot
YOLO-SRMX: A Lightweight Model for Real-Time Object Detection on Unmanned Aerial Vehicles
inferred← citeshttps://doi.org/10.3390/s19235287openalex-snapshot
Deep Green Diagnostics: Urban Green Space Analysis Using Deep Learning and Drone Images
inferred← citeshttps://doi.org/10.3390/s20113262openalex-snapshot
The Effect of a Flow Field on Chemical Detection Performance of Quadrotor Drone
inferred← citeshttps://doi.org/10.3390/s20226442openalex-snapshot
A Review on Early Forest Fire Detection Systems Using Optical Remote Sensing
inferred← citeshttps://doi.org/10.3390/s21123997openalex-snapshot
First Step toward Gestural Recognition in Harsh Environments
inferred← citeshttps://doi.org/10.3390/s22197551openalex-snapshot
Coverage Path Planning and Point-of-Interest Detection Using Autonomous Drone Swarms
inferred← citeshttps://doi.org/10.3390/s23020783openalex-snapshot
Fight Fire with Fire: Detecting Forest Fires with Embedded Machine Learning Models Dealing with Audio and Images on Low Power IoT Devices
inferred← citeshttps://doi.org/10.3390/s23125702openalex-snapshot
Forest Fire Smoke Detection Based on Deep Learning Approaches and Unmanned Aerial Vehicle Images
inferred← citeshttps://doi.org/10.3390/safety11020041openalex-snapshot
From Inception to Innovation: A Comprehensive Review and Bibliometric Analysis of IoT-Enabled Fire Safety Systems
inferred← citeshttps://doi.org/10.3390/safety9020035openalex-snapshot
Innovative Technologies for Occupational Health and Safety: A Scoping Review
inferred← citeshttps://doi.org/10.3390/su13116038openalex-snapshot
Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys
inferred← citeshttps://doi.org/10.3390/su151410973openalex-snapshot
Exploring the Role of ICTs and Communication Flows in the Forest Sector
inferred← citeshttps://doi.org/10.3390/su18147331openalex-snapshot
YOLO-MR: An Efficient Forest Fire Detection Framework with Lightweight Design for UAV-Based Sustainable Intelligent Forestry Monitoring
inferred← citeshttps://doi.org/10.3390/sym13122260openalex-snapshot
PDAM–STPNNet: A Small Target Detection Approach for Wildland Fire Smoke through Remote Sensing Images
inferred← citeshttps://doi.org/10.33904/ejfe.1482838openalex-snapshot
Advancements in Intelligent Technologies Approaches for Forest Fire Detection: A Comparative Study
inferred← citeshttps://doi.org/10.35429/h.2022.3.1.181openalex-snapshot
Handbook Science of Technology and Innovation
inferred← citeshttps://doi.org/10.35429/h.2022.3.84.94openalex-snapshot
Hot Spot Identification Systems for Wildfire Control
inferred← citeshttps://doi.org/10.35534/dav.2024.10009openalex-snapshot
A Distributed Framework for Persistent Wildfire Monitoring with Fixed Wing UAVs
inferred← citeshttps://doi.org/10.37943/23euqo3546openalex-snapshot
COMPARATIVE RESULTS OF USING DEEP LEARNING MODELS WITH ENSEMBLE METHODS FOR WILDFIRE ASSESSMENT
inferred← citeshttps://doi.org/10.3990/1.9789036558440openalex-snapshot
"Supporting first responders in emergencies using computer vision and drones "
inferred← citeshttps://doi.org/10.4018/979-8-3693-1930-7.ch022openalex-snapshot
Examining the Effects of Forest Fires
inferred← citeshttps://doi.org/10.4018/979-8-3693-2093-8.ch014openalex-snapshot
Augmenting Fire Emergency Response Detection and Rescue Using Multi-Rotor Drones
inferred← citeshttps://doi.org/10.4018/979-8-3693-3896-4.ch005openalex-snapshot
Artificial Intelligence Models to Prevent Forest Fires
inferred← citeshttps://doi.org/10.48550/arxiv.2102.12519openalex-snapshot
The Catenary Robot: Design and Control of a Cable Propelled by Two Quadrotors
inferred← citeshttps://doi.org/10.5120/ijca2022922169openalex-snapshot
Forest Combustion Detection using Artificial Intelligence
inferred← citeshttps://doi.org/10.52363/2524-0226-2023-37-23openalex-snapshot
Моделювання руху безпілотного літального апарату в зоні надзвичайної ситуації
inferred← citeshttps://doi.org/10.56294/hl2023242openalex-snapshot
Implementing Advanced Analytics in Occupational Health for Real-Time Risk Assessment
inferred← citeshttps://doi.org/10.57029/ijtmkpv1i14openalex-snapshot
Artificial Intelligence And Its Applications In Service Industry – A Review
inferred← citeshttps://doi.org/10.5753/eniac.2022.227276openalex-snapshot
On the benefits of automated tuning of hyper-parameters: an experiment related to temperature prediction on UAV computers
inferred← citeshttps://doi.org/10.58564/ijser.2.1.2023.60openalex-snapshot
Fire Detection Using Unmanned Aerial Vehicle
inferred← citeshttps://doi.org/10.58816/duzceod.1595847openalex-snapshot
Artificial Intelligence in Forestry: A Comprehensive Analysis of Current Applications and Future Perspectives
inferred← citeshttps://doi.org/10.5937/sjem2402030iopenalex-snapshot
Application of drones in forest fire protection: Basic strategies for the Republic of Serbia
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.