Jagannath Aryal
Orcid: 0000-0002-4875-2127
According to our database1,
Jagannath Aryal
authored at least 64 papers
between 2005 and 2024.
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Bibliography
2024
Enhanced multi-level features for very high resolution remote sensing scene classification.
Neural Comput. Appl., May, 2024
Multim. Tools Appl., January, 2024
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation From MLS.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis.
Remote. Sens., October, 2023
An adaptive quadtree-based approach for efficient decision making in wildfire risk assessment.
Environ. Model. Softw., February, 2023
Multi-Scale Feature Map Aggregation and Supervised Domain Adaptation of Fully Convolutional Networks for Urban Building Footprint Extraction.
Remote. Sens., January, 2023
Characterizing Topographic Influences of Bushfire Severity Using Machine Learning Models: A Case Study in a Hilly Terrain of Victoria, Australia.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
A Novel Multiscale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
A Comparative Study of Knowledge Transfer Methods for Misaligned Urban Building Labels.
CoRR, 2023
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification.
CoRR, 2023
CoRR, 2023
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images.
CoRR, 2023
CoRR, 2023
Simulating the Backscattering of L-Band Synthetic Aperture Radar from a Wheat Field using Smapvex12 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Automated Delineation of the Agricultural Fields using Multi-Task Deep Learning and Optical Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Simul. Model. Pract. Theory, 2022
Real-Time Vehicle Classification and Tracking Using a Transfer Learning-Improved Deep Learning Network.
Sensors, 2022
Remote Sensing and Meteorological Data Fusion in Predicting Bushfire Severity: A Case Study from Victoria, Australia.
Remote. Sens., 2022
Multi-Criteria Assessment for City-Wide Rooftop Solar PV Deployment: A Case Study of Bandung, Indonesia.
Remote. Sens., 2022
Spectral Retrieval of Eucalypt Leaf Biochemical Traits by Inversion of the Fluspect-Cx Model.
Remote. Sens., 2022
A generalized artificial intelligence model for estimating the friction angle of clays in evaluating slope stability using a deep neural network and Harris Hawks optimization algorithm.
Eng. Comput., 2022
Environ. Model. Softw., 2022
Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications.
CoRR, 2022
2021
Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis.
Remote. Sens., 2021
Environ. Model. Softw., 2021
2020
Mapping Urban Tree Cover Changes Using Object-Based Convolution Neural Network (OB-CNN).
Remote. Sens., 2020
Environ. Model. Softw., 2020
2019
Data Mining and Statistical Approaches in Debris-Flow Susceptibility Modelling Using Airborne LiDAR Data.
Sensors, 2019
Leveraging Machine Learning to Extend Ontology-Driven Geographic Object-Based Image Analysis (O-GEOBIA): A Case Study in Forest-Type Mapping.
Remote. Sens., 2019
Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas.
Remote. Sens., 2019
Remote. Sens., 2019
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection.
Remote. Sens., 2019
A novel algorithm for calculating transition potential in cellular automata models of land-use/cover change.
Environ. Model. Softw., 2019
Uncertainty Assessment of Hyperspectral Image Classification: Deep Learning vs. Random Forest.
Entropy, 2019
2018
Assessing the Impact of Spectral Resolution on Classification of Lowland Native Grassland Communities Based on Field Spectroscopy in Tasmania, Australia.
Remote. Sens., 2018
Future Gener. Comput. Syst., 2018
Object-based random forest classification of Landsat ETM+ and WorldView-2 satellite imagery for mapping lowland native grassland communities in Tasmania, Australia.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
2017
Tracking tourists' travel with smartphone-based GPS technology: a methodological discussion.
J. Inf. Technol. Tour., 2017
Benchmarking the Applicability of Ontology in Geographic Object-Based Image Analysis.
ISPRS Int. J. Geo Inf., 2017
2016
A Relative Density Ratio-Based Framework for Detection of Land Cover Changes in MODIS NDVI Time Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Rev. Int. Géomatique, 2016
Entropy, 2016
2015
Impact du changement d'échelle sur l'étude des causes des feux de forêts du sud-est de la France.
Proceedings of the Actes de la 11ème conférence internationale annuelle Spatial Analysis and GEOmatics, 2015
Interactive Visual Big Data Analytics for Large Area Farm Biosecurity Monitoring: i-EKbase System.
Proceedings of the 4th International Workshop on Big Data, 2015
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Statistical Framework for Near-Real Time Detection of Beetle Infestation in Pine Forests Using MODIS Data.
IEEE Geosci. Remote. Sens. Lett., 2014
Environmental Object Recognition in a Natural Image: An Experimental Approach Using Geographic Object-Based Image Analysis (GEOBIA).
Int. J. Agric. Environ. Inf. Syst., 2014
Development of an intelligent environmental knowledge system for sustainable agricultural decision support.
Environ. Model. Softw., 2014
Autonomous Framework for Sensor Network Quality Annotation: Maximum Probability Clustering Approach.
Proceedings of the International Conference on Computational Science, 2014
Proceedings of the Large Scale and Big Data - Processing and Management., 2014
2013
The Weighted Fuzzy Barycenter: Definition and Application to Forest Fire Control in the PACA Region.
Int. J. Agric. Environ. Inf. Syst., 2013
Proceedings of the 12th IEEE International Conference on Trust, 2013
Development of an intelligent environmental knowledge recommendation system for sustainable water resource management using modis satellite imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Recommending environmental knowledge as linked open data cloud using semantic machine learning.
Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
2011
Quantitative Analysis of Pollutant Emissions in the Context of Demand Responsive Transport.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011
2005
IEEE Trans. Geosci. Remote. Sens., 2005