Sadra Karımzadeh 研究室

主宰者：Sadra Karımzadeh

東京工業大学

AI 要約（直近 5 年の研究成果）

要約はまだ生成されていません。

※ AI（Claude）が、公開されている論文要旨から研究の問い・手法・主要な発見を事実情報として抽出・再構成して自動生成しています。誤りを含む可能性があるため、正確性は研究室公式情報でご確認ください。

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研究成果（52 件）

[2026] Non-destructive Detection and Spatial Mapping of Wheat Bug Infestation in Flour Using Vis-NIR Hyperspectral Imaging and Chemometric Modeling
DOI: https://doi.org/10.5194/isprs-annals-x-4-w8-2025-737-2026
[2026] Damage assessment following M 7.8 and 7.5 earthquakes in Turkey in 2023 using space-borne synthetic aperture radar (SAR) imagery and CNN
DOI: https://doi.org/10.1016/j.asr.2026.06.009
[2026] SBAS-InSAR Analysis of ALOS-2 and Sentinel-1 SAR Data for Monitoring Land Subsidence in the East Azerbaijan Province of Iran
DOI: https://doi.org/10.5194/isprs-annals-x-4-w8-2025-701-2026
[2026] An AI-Assisted Multi-Spectral Remote Sensing Framework for Change Detection and Road Damage Index (RDI) in Flood-Prone Regions
DOI: https://doi.org/10.5194/isprs-annals-x-4-w8-2025-819-2026
[2026] Integrating environmental predictors and deep learning approach for spatiotemporal dust storm risk mapping and impacts modeling on land, health and food security
DOI: https://doi.org/10.6084/m9.figshare.31960276
[2026] Integrating environmental predictors and deep learning approach for spatiotemporal dust storm risk mapping and impacts modeling on land, health and food security
DOI: https://doi.org/10.6084/m9.figshare.31960276.v1
[2026] Advancing disaster response with a comparative multisensor satellite imagery approach: The 2025 Palisades Fire in California
DOI: https://doi.org/10.1016/j.pdisas.2026.100573
[2026] GIS-MCDA Based Land Capability Analysis for Sustainable Food Production in the Kurdistan Region of Iraq
DOI: https://doi.org/10.24996/ijs.2026.67.3.45
[2026] Spatio-Temporal Monitoring and Analysis of Changes of Degradation Using Optical Imagery (a Case Study of Kirkuk City)
DOI: https://doi.org/10.53093/mephoj.1869101
[2026] A scenario-based spatiotemporal approach for analyzing the climate change environmental impacts on the wheat production and food security in Iraq
DOI: https://doi.org/10.1016/j.asr.2025.12.105

続きを表示（残り 42 件）

[2026] Integrating environmental predictors and deep learning approach for spatiotemporal dust storm risk mapping and impacts modeling on land, health and food security
DOI: https://doi.org/10.1080/17538947.2026.2654262
[2025] A scenario-based climate change environmental impacts on the food security modelling
DOI: https://doi.org/10.26833/ijeg.1815910
[2025] 28 March 2025 Myanmar Earthquake: Strong Ground Motions, Macroseismic Intensity, Liquefaction, and ALOS-2 ScanSAR Remote Sensing Damage Observations
DOI: https://doi.org/10.1785/0220250258
[2025] An integrated data-driven approach using dual polarized SAR data for spatiotemporal analysis of water surface changes
DOI: https://doi.org/10.1016/j.asr.2025.09.018
[2025] Integrating Vegetation Indices and PRISMA Hyperspectral Imagery for Forest Risk Assessment in Northern Iran
DOI: https://doi.org/10.26833/ijeg.1640355
[2025] A Geoinformation Approach for Spatiotemporal Mapping of Climate Change Environmental Impacts on Sustainable Food Production in Iraq
DOI: https://doi.org/10.1007/s41742-025-00821-8
[2025] A new approach to soil moisture estimation based on correlation between SAR and multispectral indices and seasonal pattern of soil moisture dynamics: a case study of Lake Urmia Basin
[2025] Modeling the Factors Affecting the Sustainability of Economic Development in the Villages of Malekan County, Using a Mixed Method
DOI: https://doi.org/10.61882/serd.14.51.5
[2025] Evaluation of the Origin and Synoptic Analysis of Dust Storm Phenomena Using Satellite Image Processing in Western Iran
DOI: https://doi.org/10.26833/ijeg.1576113
[2024] Characterization of transient movements within the Joshimath hillslope complex: Results from multi-sensor InSAR observations
DOI: https://doi.org/10.1007/s41064-024-00315-w
[2024] Evaluating multi-hazard preparedness for a major earthquake: A case study of Tabriz city (NW Iran)
DOI: https://doi.org/10.1016/j.ijdrr.2024.105086
[2024] The aftermath of 2023 Kahramanmaras earthquakes: evaluation of strong motion data, geotechnical, building, and infrastructure issues
DOI: https://doi.org/10.1007/s11069-024-06890-w
[2024] Satellite Radar Interferometry for Monitoring Slope Stability of the Huangtupo Landslide in the Three Gorges Reservoir Region Using Sentinel-1 and ALOS-2 Data
DOI: https://doi.org/10.1109/igarss53475.2024.10640927
[2024] Monitoring slope stabilization of a reactivated landslide in the Three Gorges Reservoir Region (China) with multi-source satellite SAR and optical datasets
DOI: https://doi.org/10.1007/s10346-024-02289-7
[2024] Modeling slope instabilities with multi-temporal InSAR considering hydrogeological triggering factors: A case study across Badong County in the Three Gorges Area
DOI: https://doi.org/10.1016/j.rse.2024.114212
[2024] Subsidence vulnerability indexing using convolutional neural networks based on clustering and regression modeling strategies
DOI: https://doi.org/10.1016/j.gsd.2024.101180
[2024] Time series analysis of L-band PALSAR-2 images in Istanbul and Kocaeli, Turkey
DOI: https://doi.org/10.1080/20964471.2024.2320466
[2024] Impact of Global Warming on Water Height Using XGBOOST and MLP Algorithms
DOI: https://doi.org/10.3390/ecrs2023-16864
[2023] An integrated approach of deep learning convolutional neural network and google earth engine for salt storm monitoring and mapping
DOI: https://doi.org/10.1016/j.apr.2023.101689
[2023] Contemporaneous Thick- and Thin-Skinned Seismotectonics in the External Zagros: The Case of the 2021 Fin Doublet, Iran
DOI: https://doi.org/10.3390/rs15122981
[2023] Application of spatial analysis and brush image processing to identify flood extent using Sentinel 1 and 2 satellite images
DOI: https://doi.org/10.61186/jgst.12.4.21
[2023] Spatio-Temporal monitoring of Qeshm mangrove forests through machine learning classification of SAR and optical images on Google Earth Engine
DOI: https://doi.org/10.26833/ijeg.1118542
[2022] Change of land use / land cover in kurdistan region of Iraq: A semi-automated object-based approach
DOI: https://doi.org/10.1016/j.rsase.2022.100713
[2022] Observation of maritime traffic in southern Iran during the Covid-19 outbreak using Sentinel-1 images In the Google Earth Engine Platform
DOI: https://doi.org/10.52547/joc.13.51.5
[2022] Investigation and modeling of physical development of urban areas and its effects on light pollution using night light data
DOI: https://doi.org/10.26833/ijeg.976495
[2022] A novel analysis of critical water pollution in the transboundary Aras River using the Sentinel-2 satellite images and ANNs
DOI: https://doi.org/10.1007/s13762-022-04129-4
[2022] Introducing dynamic land subsidence index based on the ALPRIFT framework using artificial intelligence techniques
DOI: https://doi.org/10.1007/s12145-021-00760-w
[2022] A multisensor satellite image classification for the detection of mangrove forests in Qeshm Island (Southern Iran)
DOI: https://doi.org/10.1007/s12518-022-00475-7
[2022] Burned Area Detection Using Multi-Sensor SAR, Optical, and Thermal Data in Mediterranean Pine Forest
DOI: https://doi.org/10.3390/f13020347
[2022] Burned Area Detection Using Multi-Sensor SAR, Optical and Thermal Data in Mediterranean Pine Forest
[2022] A Deep Learning Model for Road Damage Detection After an Earthquake Based on Synthetic Aperture Radar (SAR) and Field Datasets
DOI: https://doi.org/10.1109/jstars.2022.3189875
[2022] Scenario-based analysis of the impacts of lake drying on food production in the Lake Urmia Basin of Northern Iran
DOI: https://doi.org/10.1038/s41598-022-10159-2
[2021] Earthquake Aftermath from Very High-Resolution WorldView-2 Image and Semi-Automated Object-Based Image Analysis (Case Study: Kermanshah, Sarpol-e Zahab, Iran)
DOI: https://doi.org/10.3390/rs13214272
[2021] Earthquake Aftermath from Very High-Resolution WorldView-2 Image and Semi-Automated Object-Based Image Analysis (Case Study: Kermanshah, Sarpol-e Zahab, Iran)
[2021] What Would Happen If the M 7.3 (1721) and M 7.4 (1780) Historical Earthquakes of Tabriz City (NW Iran) Occurred Again in 2021?
DOI: https://doi.org/10.3390/ijgi10100657
[2021] What Would Happen if the M 7.3 (1721) and M 7.4 (1780) Historical Earthquakes of Tabriz City (NW Iran) Occurred Again in 2021?
[2021] A Preliminary Damage Assessment Using Dual Path Synthetic Aperture Radar Analysis for the M 6.4 Petrinja Earthquake (2020), Croatia
DOI: https://doi.org/10.3390/rs13122267
[2021] Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery
[2021] Urban classification using preserved information of high dimensional textural features of Sentinel-1 images in Tabriz, Iran
DOI: https://doi.org/10.1007/s12145-021-00617-2
[2021] Development of Nationwide Road Quality Map: Remote Sensing Meets Field Sensing
DOI: https://doi.org/10.3390/s21062251
[2021] Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery
DOI: https://doi.org/10.3390/rs13061195
[2021] Identifying Collapsed Buildings after Sarpol-e Zahab Earthquake Using Multisensor Analysis and Machine Learning

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AI 要約（直近 5 年の研究成果）

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研究成果（52 件）

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