A5043705674- Coastal wetland ecosystem dynamics
- Coastal and Marine Dynamics
- Advanced Neural Network Applications
- Geochemistry and Elemental Analysis
- Geological and Geochemical Analysis
- Advanced SAR Imaging Techniques
- Geochemistry and Geologic Mapping
- Land Use and Ecosystem Services
- Synthetic Aperture Radar (SAR) Applications and Techniques
- earthquake and tectonic studies
- Remote Sensing and Land Use
- Tropical and Extratropical Cyclones Research
- Brain Tumor Detection and Classification
- Landslides and related hazards
- Flood Risk Assessment and Management
- Energy Load and Power Forecasting
- Remote-Sensing Image Classification
- Remote Sensing in Agriculture
- AI in cancer detection
- Fire effects on ecosystems
- Remote Sensing and LiDAR Applications
- Underwater Acoustics Research
- Maritime Navigation and Safety
- Aeolian processes and effects
- COVID-19 diagnosis using AI
University of Otago
2024-2025
Jahangirnagar University
2017-2024
Chittagong University of Engineering & Technology
2024
Synthetic aperture radar (SAR) imaging is used to identify ships, which a vital task in the maritime industry for managing fisheries, marine transit, and rescue operations. However, some problems, like complex background interferences, various size ship feature variations, indistinct tiny characteristics, continue be challenges that tend defy accuracy improvements SAR detection. This research study multiscale ships detection has developed an upgraded YOLOv5s technique address these issues....
It is significant for port ship scheduling and traffic management to be able obtain more precise location shape information from instance segmentation in SAR pictures. Instance challenging than object identification semantic high-resolution RS images. Predicting class labels pixel-wise masks the goal of this technique, which used locate instances Despite this, there are now just a few methods available data, where remote-sensing image’s complex background makes task difficult. This research...
This study is conducted in accordance with a systematic literature review (SLR) protocol. SLR tasked finding publications, publishers, deep learning types, enhanced and adapted techniques, impacts, proactive approaches, key parameters, applications the field of remote sensing. It also expected to identify current research directions, gaps, unsolved issues order provide understanding recommendations for future studies. The data collected from important papers published recognized journals...
This study focuses on the coastal features, environments, and dynamics to accurately describe regularly monitor Qingdao shoreline in eastern China. It collects categorical ETM+ OLI data from 2000, 2010, 2019 mainland coastline explores characteristics spatiotemporal differences across past 19 years by using remote sensing geographic information system (GIS) technologies. The results show that length of has increased continuously over last two decades, for a total increase 18.14 km. There are...
In China, landslides are abundant, widespread, and regular, destroying villages agriculture sometimes posing a threat to people’s lives. The question of how rapidly detect attain landslide data is significant topic research, yet traditional measurement using medium-resolution remote sensing problematic. Object-oriented categorization utilized in this research extract landside from high-resolution GF-1 Sentinel-2 data. Data preprocessing begins with orthophoto correction, image matching,...
We aimed to improve the performance of ship detection methods in synthetic aperture radar (SAR) images by utilizing machine learning (ML) and artificial intelligence (AI) techniques. The maritime industry faces challenges collecting precise data due constantly changing sea conditions weather, which can affect various operations, such as security, rescue missions, real-time monitoring water boundaries. To overcome these challenges, we present a survey AI- ML-based techniques for SAR that...
There are many wetland resources in the area where Yellow River enters sea. This has good ecological and economic value. Therefore, wetlands precious resources. The accuracy of traditional classification methods is low (for example, based on support machine method). In order to explore ways improve classification, this paper selected at mouth as study area. And, we used hyperspectral data “Zhuhai No. 1” research data. Then, logarithmic transformation method enhance spectral characteristics...
The research of land use and cover (LULC) changes aids in the management environmental sustainability. study investigates fluctuations urban development, LULC, advancement an environmentally sound area Charsadda Pakistan’s Khyber Pakhtunkhwa province. method classification algorithm maximum likelihood for Landsat 7 8 obtained from 2007 to 2019 has been evaluated carried out a period 12 years using geographic information system remote sensing data. For extraction calculating composite classed...
Integrity' is deeply related to honesty.In the literal meaning, there no basic difference between integrity as well honesty.Integrity a noble virtue, without it, we cannot think of our existence, even proceed further acquire any knowledge, or fulfill mission.But sometimes fail evaluate true meaning and significance word, 'Integrity.'I think, should practice it in daily life so that can realize find out reality real circumstances.Otherwise, will be victimized automatically.At same time, bear...