IEEE Environmental & Sustainability Projects - IEEE Domain Overview
Environmental and sustainability represent an industry domain focused on analyzing natural, ecological, and climate related data to support long term resource management and impact reduction. IEEE Environmental & Sustainability Projects emphasize data driven environmental assessment, modeling of ecological systems, and evaluation oriented sustainability analysis aligned with industry and policy level decision frameworks.
Within industrial research and applied analytics, Environmental & Sustainability Projects For Final Year are structured around scalable data pipelines that integrate environmental observations from multiple sources. IEEE methodologies prioritize reproducible evaluation, impact quantification, and cross regional validation, making this domain suitable for research grade experimentation and industry aligned sustainability analysis.
Environmental & Sustainability Projects For Final Year - IEEE 2026 Titles
Wisen Code:DLP-25-0207 Published on: Nov 2025
Base Paper Title:
Improving Network Structure for Efficient Classification Network Based on MobileNetV3
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0319 Published on: Nov 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: RNN/LSTM, CNN, Deep Neural Networks, Graph Neural Networks
Wisen Code:DAS-25-0031 Published on: Nov 2025
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: None
Algorithms: None
Wisen Code:IMP-25-0317 Published on: Oct 2025
Base Paper Title:
HATNet: Hierarchical Attention Transformer With RS-CLIP Patch Tokens for Remote Sensing Image Captioning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Captioning
NLP Task: Text Generation
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Text Transformer, Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0299 Published on: Oct 2025
Base Paper Title:
Remote Sensing Image Object Detection Algorithm Based on DETR
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0311 Published on: Oct 2025
Base Paper Title:
RFTransUNet: Res-Feature Cross Vision Transformer-Based UNet for Building Extraction From High-Resolution Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing, Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0224 Published on: Oct 2025
Base Paper Title:
Spatial–Temporal Feature Interaction and Multiscale Frequency-Domain Fusion Network for Remote Sensing Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Anomaly Detection
Algorithms: CNN, Vision Transformer
Wisen Code:AND-25-0010 Published on: Sept 2025
Base Paper Title:
Optimum Scheduling of Truck-Based Mobile Energy Couriers (MEC) Using Deep Deterministic Policy Gradient
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:IOT-25-0018 Published on: Sept 2025
Base Paper Title:
IoT and Machine Learning for the Forecasting of Physiological Parameters of Crop Leaves
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems, Wireless Communication
Algorithms: Classical ML Algorithms, RNN/LSTM, Statistical Algorithms, Deep Neural Networks
Wisen Code:IMP-25-0149 Published on: Sept 2025
Base Paper Title:
BWFNet: Bitemporal Wavelet Frequency Network for Change Detection in High-Resolution Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0090 Published on: Sept 2025
Base Paper Title:
STMTNet: Spatio-Temporal Multiscale Triad Network for Cropland Change Detection in Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0143 Published on: Sept 2025
Base Paper Title:
Innovative Methodology for Determining Basic Wood Density Using Multispectral Images and MAPIR RGNIR Camera
Data Type: Image Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0198 Published on: Sept 2025
Base Paper Title:
Copper and Aluminum Scrap Detection Model Based on Improved YOLOv11n
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Environmental & Sustainability, Automotive
Applications: Robotics
Algorithms: Single Stage Detection, CNN
Wisen Code:DLP-25-0134 Published on: Sept 2025
Base Paper Title:
AI-Empowered Latent Four-dimensional Variational Data Assimilation for River Discharge Forecasting
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Autoencoders
Wisen Code:IMP-25-0250 Published on: Sept 2025
Base Paper Title:
A Fine-Grained Remote Sensing Classification Approach for Mine Development Land Types Based on the Integration of HRNet and DeepLabV3+
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0152 Published on: Sept 2025
Base Paper Title:
Multiscale Feature Enhancement for Water Body Segmentation in High-Resolution Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0120 Published on: Sept 2025
Base Paper Title:
TANet: A Multi-Representational Attention Approach for Change Detection in Very High-Resolution Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: GAN, CNN, Vision Transformer, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0085 Published on: Sept 2025
Base Paper Title:
High-Accuracy Mapping of Coastal and Wetland Areas Using Multisensor Data Fusion and Deep Feature Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:IMP-25-0124 Published on: Sept 2025
Base Paper Title:
Gradient-Aware Directional Convolution With Kolmogorov Arnold Network-Enhanced Feature Fusion for Road Extraction
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Residual Network
Wisen Code:DLP-25-0124 Published on: Aug 2025
Base Paper Title:
On the Features Extracted From Dual-Polarized Sentinel-1 Images for Deep-Learning-Based Sea Surface Oil-Spill Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Government & Public Services, Environmental & Sustainability
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:IMP-25-0251 Published on: Aug 2025
Base Paper Title:
Supervised Spatially Spectrally Coherent Local Linear Embedding—Wasserstein Graph Convolutional Network for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Graph Neural Networks
Wisen Code:IMP-25-0013 Published on: Aug 2025
Base Paper Title:
A Classifier Adaptation and Adversarial Learning Joint Framework for Cross-Scene Coastal Wetland Mapping on Hyperspectral Imagery
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: None
Algorithms: GAN, CNN, Autoencoders
Wisen Code:DLP-25-0087 Published on: Aug 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0093 Published on: Aug 2025
Base Paper Title:
JDAWSL: Joint Domain Adaptation With Weight Self-Learning for Hyperspectral Few-Shot Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0107 Published on: Aug 2025
Base Paper Title:
HyperEAST: An Enhanced Attention-Based Spectral–Spatial Transformer With Self-Supervised Pretraining for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Vision Transformer
Wisen Code:IMP-25-0183 Published on: Aug 2025
Base Paper Title:
WU-Net: An Automatic and Lightweight Deep Learning Method for Water Body Extraction of Multispectral Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:MAC-25-0003 Published on: Aug 2025
Base Paper Title:
An Enhanced Transfer Learning Remote Sensing Inversion of Coastal Water Quality: A Case Study of Dissolved Oxygen
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing, Predictive Analytics
Algorithms: Classical ML Algorithms, Transfer Learning, Ensemble Learning
Wisen Code:IOT-25-0007 Published on: Aug 2025
Base Paper Title:
Corrections to “IoT-Enabled Advanced Water Quality Monitoring System for Pond Management and Environmental Conservation”
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0112 Published on: Aug 2025
Base Paper Title:
Enhancing Global and Local Context Modeling in Time Series Through Multi-Step Transformer-Diffusion Interaction
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Healthcare & Clinical AI, Finance & FinTech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Text Transformer, Diffusion Models
Wisen Code:MAC-25-0023 Published on: Aug 2025
Base Paper Title:
Machine Learning in Biomedical Informatics: Optimizing Resource Allocation and Energy Efficiency in Public Hospitals
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0145 Published on: Aug 2025
Base Paper Title:
Toward Sustainable Agriculture: DPA-UNet for Semantic Segmentation of Landscapes Using Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0139 Published on: Aug 2025
Base Paper Title:
An Efficient Topology Construction Scheme Designed for Graph Neural Networks in Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN, Graph Neural Networks
Wisen Code:BLC-25-0016 Published on: Aug 2025
Base Paper Title:
Decentralized Digital Product Passport Building Blocks for Enhancing Supply Chain Sovereignty and Circular Economy Practices
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Logistics & Supply Chain, Environmental & Sustainability
Applications: None
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0105 Published on: Jul 2025
Base Paper Title:
Ground-Based Remote Sensing Cloud Image Segmentation Using Convolution-MLP Network
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN
Wisen Code:DLP-25-0054 Published on: Jul 2025
Base Paper Title:
ASFF-Det: Adaptive Space-Frequency Fusion Detector for Object Detection in SAR Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Remote Sensing, Surveillance
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0262 Published on: Jul 2025
Base Paper Title:
Mapping Spatio-Temporal Dynamics of Offshore Targets Using SAR Images and Deep Learning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Logistics & Supply Chain, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Single Stage Detection, CNN
Wisen Code:DLP-25-0031 Published on: Jul 2025
Base Paper Title:
CIA-UNet: An Attention-Enhanced Multi-Scale U-Net for Single Tree Crown Segmentation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0163 Published on: Jul 2025
Base Paper Title:
An Automated Method Inspired by Taxonomic Classification for Distinguishing Chilean Pelagic Fish Species
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Keypoint Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:DLP-25-0063 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Environmental & Sustainability
Applications: Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:GAI-25-0011 Published on: Jul 2025
Base Paper Title:
A Novel Spectral-Spatial Attention Network for Zero-Shot Pansharpening
Data Type: Image Data
AI/ML/DL Task: Generative Task
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0170 Published on: Jul 2025
Base Paper Title:
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: RNN/LSTM, CNN, Vision Transformer
Wisen Code:IMP-25-0164 Published on: Jul 2025
Base Paper Title:
SuperCoT-X: Masked Hyperspectral Image Modeling With Diverse Superpixel-Level Contrastive Tokenizer
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Vision Transformer
Wisen Code:DLP-25-0147 Published on: Jul 2025
Base Paper Title:
An Improved Backbone Fusion Neural Network for Orchard Extraction
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0028 Published on: Jul 2025
Base Paper Title:
Multistage Training and Fusion Method for Imbalanced Multimodal UAV Remote Sensing Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN, Text Transformer
Wisen Code:IMP-25-0134 Published on: Jul 2025
Base Paper Title:
DAM-Net: Domain Adaptation Network With Microlabeled Fine-Tuning for Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: GAN, CNN, Vision Transformer
Wisen Code:MAC-25-0027 Published on: Jul 2025
Base Paper Title:
Analysis of Meteorological and Soil Parameters for Predicting Ecosystem State Dynamics
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0103 Published on: Jul 2025
Base Paper Title:
Short-Term Photovoltaic Power Combined Prediction Based on Feature Screening and Weight Optimization
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Evolutionary Algorithms, Statistical Algorithms
Wisen Code:IMP-25-0235 Published on: Jun 2025
Base Paper Title:
Multisensor Remote Sensing and Advanced Image Processing for Integrated Assessment of Geological Structure and Environmental Dynamics
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0077 Published on: Jun 2025
Base Paper Title:
Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN
Wisen Code:IMP-25-0306 Published on: Jun 2025
Base Paper Title:
Energy-Efficient SAR Coherent Change Detection Based on Deep Multithreshold Spiking-UNet
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing, Surveillance
Algorithms: Classical ML Algorithms, CNN, Residual Network, Deep Neural Networks
Wisen Code:NET-25-0032 Published on: Jun 2025
Base Paper Title:
Improved Energy Efficient Anytime Optimistic Algorithm for PEGASIS to Extend Network Lifetime in Homogeneous and Heterogeneous Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability, Telecommunications
Applications: Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:IMP-25-0003 Published on: Jun 2025
Base Paper Title:
Enhancing Water Bodies Detection in the Highland and Coastal Zones Through Multisensor Spectral Data Fusion and Deep Learning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:DLP-25-0115 Published on: Jun 2025
Base Paper Title:
Performance Evaluation of Support Vector Machine and Stacked Autoencoder for Hyperspectral Image Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Classical ML Algorithms, Autoencoders
Wisen Code:IMP-25-0017 Published on: Jun 2025
Base Paper Title:
Transfer Learning Between Sentinel-1 Acquisition Modes Enhances the Few-Shot Segmentation of Natural Oil Slicks in the Arctic
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Transfer Learning, Vision Transformer, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0016 Published on: Jun 2025
Base Paper Title:
Evaluation of Post Hoc Uncertainty Quantification Approaches for Flood Detection From SAR Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0087 Published on: Jun 2025
Base Paper Title:
Multisensor Fusion and Deep Learning Approaches for Semantic Segmentation of Glacial Lakes: A Comparative Study for Coastal Hydrology Applications
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:BLC-25-0007 Published on: Jun 2025
Base Paper Title:
Blockchain and IoT-Driven Sustainable Battery Recycling: Integration and Challenges
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Logistics & Supply Chain, Environmental & Sustainability
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0275 Published on: Jun 2025
Base Paper Title:
A Fusion Strategy for High-Accuracy Multilayer Soil Moisture Downscaling and Mapping
Data Type: Image Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing, Predictive Analytics
Algorithms: CNN, Ensemble Learning
Wisen Code:BIG-25-0006 Published on: Jun 2025
Base Paper Title:
Para-YOLO: An Efficient High-Parameter Low-Computation Algorithm Based on YOLO11n for Remote Sensing Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing, Surveillance
Algorithms: Single Stage Detection, CNN, Ensemble Learning
Wisen Code:DLP-25-0113 Published on: May 2025
Base Paper Title:
DiverseNet: Decision Diversified Semi-Supervised Semantic Segmentation Networks for Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:BIG-25-0013 Published on: May 2025
Base Paper Title:
A Full Perception Layered Convolution Network for UAV Point Clouds Data Towards Landslide Crack Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN
Wisen Code:IMP-25-0080 Published on: May 2025
Base Paper Title:
Advanced Leaf Classification Using Multi-Layer Perceptron for Smart Crop Management
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:NET-25-0015 Published on: May 2025
Base Paper Title:
A Hybrid CT-DEWCA-Based Energy-Efficient Routing Protocol for Data and Storage Nodes in Underwater Acoustic Sensor Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability, Telecommunications
Applications: Wireless Communication
Algorithms: Evolutionary Algorithms
Wisen Code:IMP-25-0191 Published on: May 2025
Base Paper Title:
Enhancing Food Security With High-Quality Land-Use and Land-Cover Maps: A Local Model Approach
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0180 Published on: May 2025
Base Paper Title:
Estimation of Forest Aboveground Biomass Using Multitemporal Quad-Polarimetric PALSAR-2 SAR Data by Model-Free Decomposition Approach in Planted Forest
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0213 Published on: May 2025
Base Paper Title:
Self- and Cross-Attention Enhanced Transformer for Visible and Thermal Infrared Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0075 Published on: May 2025
Base Paper Title:
ITT: Long-Range Spatial Dependencies for Sea Ice Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0205 Published on: May 2025
Base Paper Title:
An Integrated Sample-Free Method for Agricultural Field Delineation From High-Resolution Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:GAI-25-0023
Published on: May 2025
Published on: May 2025Base Paper Title:
Decoding the Mystery: How Can LLMs Turn Text Into Cypher in Complex Knowledge Graphs?
Data Type: Text Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: Question Answering
Audio Task: None
Industries: Environmental & Sustainability
Applications: Information Retrieval
Algorithms: Text Transformer
Wisen Code:DLP-25-0097 Published on: May 2025
Base Paper Title:
High Perplexity Mountain Flood Level Forecasting in Small Watersheds Based on Compound Long Short-Term Memory Model and Multimodal Short Disaster-Causing Factors
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:DLP-25-0151 Published on: May 2025
Base Paper Title:
MCDGMatch: Multilevel Consistency Based on Data-Augmented Generalization for Remote Sensing Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Information Retrieval, Decision Support Systems
Algorithms: CNN
Wisen Code:DLP-25-0150 Published on: May 2025
Base Paper Title:
Weak–Strong Graph Contrastive Learning Neural Network for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Graph Neural Networks
Wisen Code:DLP-25-0015 Published on: Apr 2025
Base Paper Title:
Color Night-Light Remote Sensing Image Fusion With Two-Branch Convolutional Neural Network
Data Type: Image Data
AI/ML/DL Task: Generative Task
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0076 Published on: Apr 2025
Base Paper Title:
Benchmarking Deep Learning for Wetland Mapping in Denmark Using Remote Sensing Data
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0309 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0229 Published on: Apr 2025
Base Paper Title:
An Automated Framework of Superpixels-Saliency Map and Gated Recurrent Unit Deep Convolutional Neural Network for Land Cover and Crops Disease Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: RNN/LSTM, CNN
Wisen Code:AND-25-0001 Published on: Apr 2025
Base Paper Title:
MobilitApp: A Deep Learning-Based Tool for Transport Mode Detection to Support Sustainable Urban Mobility
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:IMP-25-0169 Published on: Apr 2025
Base Paper Title:
A Two-Stream Deep Learning Framework for Robust Coral Reef Health Classification: Insights and Interpretability
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:DLP-25-0116 Published on: Apr 2025
Base Paper Title:
CIMF-Net: A Change Indicator-Enhanced Multiscale Fusion Network for Remote Sensing Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0079 Published on: Apr 2025
Base Paper Title:
Forest Fire Detection Based on Enhanced Feature Information Capture and Long-Range Dependency
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0296 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: Vision Transformer
Wisen Code:IMP-25-0188 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Government & Public Services, Environmental & Sustainability
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:MAC-25-0001 Published on: Mar 2025
Base Paper Title:
Robust Framework for PMU Placement and Voltage Estimation of Power Distribution Network
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Evolutionary Algorithms, Statistical Algorithms
Wisen Code:IMP-25-0222 Published on: Mar 2025
Base Paper Title:
Adaptive Token Mixer for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0014 Published on: Mar 2025
Base Paper Title:
CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0173 Published on: Mar 2025
Base Paper Title:
Constructing a Lightweight Fire and Smoke Detection Through the Improved GhostNet Architecture and Attention Module Mechanism
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:DAS-25-0001 Published on: Mar 2025
Base Paper Title:
Maximum Flow Model With Multiple Origin and Destination and Its Application in Designing Urban Drainage Systems
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Logistics & Supply Chain, Environmental & Sustainability
Applications: Decision Support Systems
Algorithms: Convex Optimization
Wisen Code:IMP-25-0313 Published on: Mar 2025
Base Paper Title:
Vision Foundation Model Guided Multimodal Fusion Network for Remote Sensing Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0228 Published on: Feb 2025
Base Paper Title:
FRORS: An Effective Fine-Grained Retrieval Framework for Optical Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Information Retrieval
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0176 Published on: Feb 2025
Base Paper Title:
DAFDM: A Discerning Deep Learning Model for Active Fire Detection Based on Landsat-8 Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0247 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Logistics & Supply Chain, Environmental & Sustainability
Applications: Remote Sensing, Surveillance
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:DLP-25-0050 Published on: Feb 2025
Base Paper Title:
YOLORemote: Advancing Remote Sensing Object Detection by Integrating YOLOv8 With the CE-WA-CS Feature Fusion Approach
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Single Stage Detection
Wisen Code:DLP-25-0130 Published on: Feb 2025
Base Paper Title:
A Hyperspectral Classification Method Based on Deep Learning and Dimension Reduction for Ground Environmental Monitoring
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:DLP-25-0138 Published on: Feb 2025
Base Paper Title:
Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:DLP-25-0018 Published on: Feb 2025
Base Paper Title:
Predicting Ultra-Short-Term Wind Power Combinations Under Extreme Weather Conditions
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, GAN
Wisen Code:IMP-25-0035 Published on: Feb 2025
Base Paper Title:
Estimating Near-Surface Air Temperature From Satellite-Derived Land Surface Temperature Using Temporal Deep Learning: A Comparative Analysis
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing, Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN
Wisen Code:IMP-25-0004 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Decision Support Systems
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0181 Published on: Feb 2025
Base Paper Title:
An Inverted Residual Cross Head Knowledge Distillation Network for Remote Sensing Scene Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:NET-25-0031 Published on: Jan 2025
Base Paper Title:
Optimizing Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0294 Published on: Jan 2025
Base Paper Title:
SqueezeSlimU-Net: An Adaptive and Efficient Segmentation Architecture for Real-Time UAV Weed Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IOT-25-0014 Published on: Jan 2025
Base Paper Title:
IoT-Enabled Adaptive Watering System With ARIMA-Based Soil Moisture Prediction for Smart Agriculture
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems, Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:IMP-25-0256 Published on: Jan 2025
Base Paper Title:
EMSNet: Efficient Multimodal Symmetric Network for Semantic Segmentation of Urban Scene From Remote Sensing Imagery
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN, Transfer Learning, Vision Transformer
Wisen Code:MAC-25-0034 Published on: Jan 2025
Base Paper Title:
A Time-Constrained and Spatially Explicit AI Model for Soil Moisture Inversion Using CYGNSS Data
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0008 Published on: Jan 2025
Base Paper Title:
Unsupervised Image Super-Resolution for High-Resolution Satellite Imagery via Omnidirectional Real-to-Synthetic Domain Translation
Data Type: Image Data
AI/ML/DL Task: Generative Task
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: GAN, CNN
Wisen Code:BLC-25-0011 Published on: Jan 2025
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Decision Support Systems
Algorithms: Convex Optimization
Wisen Code:IMP-25-0141 Published on: Jan 2025
Base Paper Title:
Satellite-Based Forest Stand Detection Using Artificial Intelligence
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Two Stage Detection, CNN
Wisen Code:IMP-25-0211 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0015 Published on: Jan 2025
Base Paper Title:
Multiscale Adapter Based on SAM for Remote Sensing Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Vision Transformer
Wisen Code:IMP-25-0201 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:BIG-25-0008 Published on: Jan 2025
Base Paper Title:
A Heterogeneous Ensemble Learning Method Combining Spectral, Terrain, and Texture Features for Landslide Mapping
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0189 Published on: Jan 2025
Base Paper Title:
Task-Decoupled Learning Strategies for Optimized Multiclass Object Detection From VHR Optical Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Environmental & Sustainability Projects For Students - Key Algorithm Variants
Environmental Data Modeling Algorithms:
These algorithms focus on analyzing structured and unstructured environmental datasets to identify trends and anomalies. IEEE Environmental & Sustainability Projects evaluate modeling accuracy using benchmark driven validation and statistical consistency checks.
Environmental & Sustainability Projects emphasize reproducible modeling pipelines and impact focused evaluation.
Climate Trend Analysis Models:
Climate trend models analyze long term environmental patterns across temporal and spatial dimensions. IEEE Environmental & Sustainability Projects study robustness under varying climatic conditions.
Environmental & Sustainability Projects For Students focus on evaluation driven trend stability and comparative analysis.
Spatial and Geospatial Analysis Methods:
Spatial analysis methods process geospatial environmental data for region based assessment. IEEE Environmental & Sustainability Projects evaluate spatial consistency and resolution sensitivity.
Final Year Environmental & Sustainability Projects emphasize reproducible spatial modeling and validation.
Sustainability Impact Assessment Frameworks:
Impact assessment frameworks quantify environmental and sustainability outcomes. IEEE Environmental & Sustainability Projects analyze metric transparency and interpretability.
Environmental & Sustainability Projects focus on benchmark aligned impact validation.
Resource Optimization and Forecasting Models:
These models support forecasting and optimization of natural resource usage. IEEE Environmental & Sustainability Projects evaluate predictive stability and generalization.
Environmental & Sustainability Projects For Students emphasize reproducible forecasting evaluation across scenarios.
Final Year Environmental & Sustainability Projects - Wisen TMER-V Methodology
T — Task What primary task (& extensions, if any) does the IEEE journal address?
- Tasks focus on computational analysis of environmental, ecological, and sustainability related data to assess impact and trends.
- IEEE research evaluates tasks through reproducible impact metrics and validation protocols.
- Environmental data analysis
- Climate trend assessment
- Sustainability impact modeling
M — Method What IEEE base paper algorithm(s) or architectures are used to solve the task?
- Methods rely on analytical modeling, spatial analysis, and statistical evaluation techniques.
- IEEE literature emphasizes transparency and interpretability.
- Statistical modeling
- Geospatial analysis
- Forecasting techniques
E — Enhancement What enhancements are proposed to improve upon the base paper algorithm?
- Enhancements improve robustness, scalability, and regional generalization of environmental models.
- Hybrid analytical approaches are commonly explored.
- Multi source data integration
- Noise and uncertainty handling
- Model generalization tuning
R — Results Why do the enhancements perform better than the base paper algorithm?
- Experimental evaluation demonstrates improved impact estimation and trend consistency.
- Results are reported using standardized IEEE sustainability metrics.
- Impact score improvements
- Trend prediction stability
- Reduced estimation variance
V — Validation How are the enhancements scientifically validated?
- Validation follows IEEE aligned benchmarking and cross region evaluation protocols.
- Reproducibility and transparency are emphasized.
- Cross dataset validation
- Temporal consistency checks
- Reproducibility assessment
Environmental & Sustainability Projects For Final Year - Libraries & Frameworks
Python Scientific Stack:
Python based scientific libraries support numerical computation and environmental data analysis. IEEE Environmental & Sustainability Projects use these tools to build reproducible analytical pipelines.
Environmental & Sustainability Projects For Final Year rely on deterministic computation and transparent evaluation.
GeoPandas:
GeoPandas supports geospatial data processing and spatial analysis. IEEE Environmental & Sustainability Projects use it for region based environmental modeling.
Environmental & Sustainability Projects For Students benefit from reproducible spatial workflows.
NumPy and SciPy:
These libraries enable efficient numerical operations and optimization. IEEE Environmental & Sustainability Projects depend on them for reproducible metric computation.
Environmental & Sustainability Projects For Final Year use them to ensure analytical consistency.
Pandas:
Pandas supports structured handling of environmental and sustainability datasets. IEEE Environmental & Sustainability Projects use it for data preprocessing and integration.
Environmental & Sustainability Projects For Students rely on it for reproducible data workflows.
Matplotlib and Seaborn:
These libraries support visualization of environmental trends and analytical results. IEEE Environmental & Sustainability Projects emphasize transparent result interpretation.
Environmental & Sustainability Projects For Final Year use visual analysis to validate model behavior.
Environmental & Sustainability Projects For Students - Real World Applications
Climate Impact Assessment:
Environmental analytics support assessment of climate related impacts. Environmental & Sustainability Projects evaluate impact consistency using validated datasets.
Environmental & Sustainability Projects emphasize reproducible evaluation.
Environmental Monitoring and Analysis:
Monitoring applications analyze environmental indicators over time. Environmental & Sustainability Projects focus on trend stability and validation.
Environmental & Sustainability Projects analyze consistency across regions.
Sustainable Resource Management:
Analytics support optimized use of natural resources. Environmental & Sustainability Projects evaluate forecasting reliability.
Environmental & Sustainability Projects For Students focus on benchmark aligned validation.
Urban Sustainability Planning:
Urban sustainability analytics support planning and policy evaluation. Environmental & Sustainability Projects emphasize impact transparency.
Environmental & Sustainability Projects evaluate model interpretability.
Ecosystem Risk Analysis:
Risk analysis models assess ecological vulnerability. IEEE Environmental & Sustainability Projects evaluate robustness under uncertainty.
Environmental & Sustainability Projects For Final Year emphasize reproducible risk assessment.
Final Year Environmental & Sustainability Projects - Conceptual Foundations
Environmental and sustainability as an industry domain is conceptually centered on the computational understanding of ecological systems, climate processes, and resource utilization patterns. IEEE Environmental & Sustainability Projects emphasize transforming raw environmental observations into structured analytical representations that support impact assessment, trend identification, and evidence based decision making. This foundation aligns with IEEE research methodologies that prioritize interpretability, reproducibility, and scientifically grounded environmental inference.
From an industry and research alignment perspective, Environmental & Sustainability Projects For Final Year are framed around evaluation driven analytical pipelines rather than isolated predictive outcomes. IEEE aligned practices emphasize transparent metric definition, cross regional validation, and statistically sound experimentation to ensure that sustainability insights remain robust across spatial and temporal scales. This conceptual framing supports policy relevant and industry applicable sustainability research.
Conceptually, environmental and sustainability research intersects with multiple computational domains that strengthen analytical rigor. Foundational insights from areas such as data science and big data provide context for large scale environmental analytics. Additionally, comparative perspectives from predictive analytics help situate sustainability modeling within IEEE aligned evaluation frameworks.
Environmental & Sustainability Projects For Final Year - Why Choose Wisen
Wisen supports IEEE Environmental & Sustainability Projects through evaluation driven sustainability analytics, research aligned methodology, and reproducible industry oriented implementation practices.
✓
Evaluation Centric Sustainability Analysis
Wisen structures IEEE Environmental & Sustainability Projects around transparent impact metrics and reproducible validation protocols aligned with IEEE research standards.
✓
Research Aligned Environmental Modeling
Environmental & Sustainability Projects For Final Year are guided using modeling and evaluation practices commonly reported in IEEE sustainability research literature.
✓
Benchmark Driven Experimental Design
Wisen emphasizes cross region and cross dataset benchmarking to ensure analytical consistency and comparability in IEEE Environmental & Sustainability Projects.
✓
Publication Ready Methodological Framing
Projects are aligned with IEEE reporting standards, enabling structured extension toward journal and conference level sustainability research publications.
✓
Industry Scalable Sustainability Pipelines
Wisen ensures environmental and sustainability analytics follow scalable, reproducible practices suitable for industry and policy oriented research environments.
Environmental & Sustainability Projects For Students - IEEE Research Areas
Climate Change Impact Modeling:
This research area focuses on computational modeling of climate variables to quantify environmental impact and long term trends. Environmental & Sustainability Projects emphasize reproducible climate analytics and metric driven validation.
Environmental & Sustainability Projects For Final Year analyze model stability across temporal horizons and geographic regions.
Environmental Risk and Vulnerability Assessment:
Risk assessment research evaluates ecological vulnerability under changing environmental conditions. Environmental & Sustainability Projects prioritize robustness and uncertainty handling.
Environmental & Sustainability Projects For Final Year validate risk models through cross scenario evaluation and statistical consistency checks.
Sustainable Resource Optimization:
This area studies analytical frameworks for optimizing natural resource usage. Environmental & Sustainability Projects emphasize impact transparency and evaluation rigor.
Environmental & Sustainability Projects For Final Year analyze optimization outcomes using benchmark aligned sustainability metrics.
Urban and Regional Sustainability Analytics:
Urban sustainability research focuses on assessing environmental performance of cities and regions. Environmental & Sustainability Projects evaluate spatial consistency and interpretability.
Environmental & Sustainability Projects For Final Year emphasize reproducible regional comparison and validation.
Ecosystem Modeling and Biodiversity Analysis:
This research area models complex ecosystem interactions and biodiversity patterns. IEEE Environmental & Sustainability Projects emphasize biological relevance and stability.
Environmental & Sustainability Projects For Final Year analyze ecosystem models using standardized evaluation protocols.
Final Year Environmental & Sustainability Projects - Career Outcomes
Environmental Data Scientist:
This role focuses on analyzing environmental datasets to derive sustainability insights using validated analytical methods. Environmental & Sustainability Projects provide experience in evaluation driven environmental modeling.
Environmental & Sustainability Projects For Final Year align with responsibilities involving reproducible data analysis and reporting.
Sustainability Analytics Engineer:
Analytics engineers design and validate sustainability assessment pipelines. IEEE Environmental & Sustainability Projects emphasize reproducibility and benchmark driven evaluation.
Environmental & Sustainability Projects For Students support industry aligned analytical skill development.
Climate Analytics Researcher:
Researchers focus on modeling and evaluating climate related data. IEEE Environmental & Sustainability Projects emphasize experimental rigor and validation transparency.
Environmental & Sustainability Projects For Final Year reflect research practices expected in scientific and policy oriented environments.
Environmental Risk Analyst:
Risk analysts assess ecological and environmental vulnerabilities using analytical models. IEEE Environmental & Sustainability Projects emphasize robustness and uncertainty evaluation.
Environmental & Sustainability Projects For Students support analytical reasoning in environmental risk assessment.
Sustainability Research Scientist:
Research scientists advance analytical methodologies for sustainability research. IEEE Environmental & Sustainability Projects emphasize methodological rigor and reproducibility.
Environmental & Sustainability Projects For Final Year align with research oriented sustainability roles.
Environmental & Sustainability Projects - FAQ
What are some good project ideas in IEEE Environmental & Sustainability Domain Projects for a final-year student?
Good project ideas focus on environmental data analysis, sustainability impact modeling, and evaluation using IEEE aligned environmental benchmarks.
What are trending Environmental & Sustainability Projects For Final Year?
Trending projects emphasize climate data analytics, sustainability assessment frameworks, and evaluation driven environmental modeling approaches.
What are top IEEE Environmental & Sustainability Projects in 2026?
Top projects in 2026 emphasize reproducible environmental pipelines, impact validation, and benchmark aligned sustainability research experimentation.
Is the IEEE Environmental & Sustainability domain suitable or best for final-year projects?
The domain is suitable due to strong IEEE research grounding, availability of benchmark environmental datasets, and evaluation focused sustainability scope.
Which evaluation practices are common in environmental and sustainability research?
IEEE aligned environmental research commonly applies impact assessment metrics, cross dataset validation, and reproducible benchmarking protocols.
How are sustainability models validated in IEEE studies?
Sustainability models are validated using benchmark comparison, statistical significance analysis, and controlled experimental workflows.
Can IEEE Environmental & Sustainability Projects be extended for research publications?
Projects can be extended through analytical enhancements, evaluation refinement, and comparative studies aligned with IEEE publication standards.
What makes an IEEE Environmental & Sustainability project strong in evaluation context?
A strong project demonstrates clear environmental problem formulation, reproducible analysis pipelines, metric transparency, and benchmark alignment.
Final Year Projects ONLY from from IEEE 2025-2026 Journals
1000+ IEEE Journal Titles.
100% Project Output Guaranteed.
Stop worrying about your project output. We provide complete IEEE 2025–2026 journal-based final year project implementation support, from abstract to code execution, ensuring you become industry-ready.
2,700+ Happy Students Worldwide Every Year