Floods’ Impact on Cities’ Critical Infrastructure: A Case Study on Dubai by Diaa Addeen Abuhani, Raghad Aldamani, Imran Zualkernan, Reem Alali, Himanshu Grover

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Deep-Learning-Based Land Cover Mapping in Franciacorta Wine Growing Area by Girma Tariku, Isabella Ghiglieno, Andres Sanchez Morchio, Luca Facciano, Celine Birolleau, Anna Simonetto, Ivan Serina, Gianni Gilioli

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CSTN: A cross-region crop mapping method integrating self-training and contrastive domain adaptation by Shuwen Peng, Liqiang Zhang, Rongchang Xie, Ying Qu

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From Prediction to Explanation: Using Explainable AI to Understand Satellite-Based Riot Forecasting Models by Scott Warnke, Daniel Runfola

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EXPERIENCE OF USING PLANET EARTH OBSERVATION DATA IN RETRAINING COURSES FOR EDUCATORS IN THE JUNIOR ACADEMY OF SCIENCES OF UKRAINE by Stanislav O. Dovgyi, Svitlana M. Babiichuk, Olha V. Tomchenko

Subjects: “…special training course on fundamentals of Remote Sensing; the Junior Academy of Sciences of Ukraine; satellite imagery analysis…”
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Land Use Mapping of the Guangdong–Hong Kong Macao Greater Bay Area Based on a New Approach at 30 m Resolution for the Years 1976 to 2020 by Yu Gu, Yangbo Chen, Jun Liu

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Ensemble Learning for Urban Flood Segmentation Through the Fusion of Multi-Spectral Satellite Data with Water Spectral Indices Using Row-Wise Cross Attention by Han Xu, Alan Woodley

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Mapping Tree-Covered Forest Formations (Case Study: Beni-Mellal Forest): Evaluation Study of the Potential of the Mohammed VI-B Satellite Image by chikh Essbiti Mohammed, El Ghmari Abderrahmene, El Harti Abderrazak, Bachaoui El Mostapha, Namous Mustapha, Krimissa Samira, El Aloui Abdenbi, Hajaj Soufiane, Laouane Mourad

Subjects: “…mohammed vi satellite imagery…”
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Analysis of Roadside Land Use Changes and Landscape Ecological Risk Assessment Based on GF-1: A Case Study of the Linghua Expressway by Mengdi Wen, Liangliang Zhang, Huawei Wan, Peirong Shi, Longhui Lu, Zixin Zhao, Zhiru Zhang, Jinhui Wu

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Simplified Physical Stability Assessment of Chilean Mine Waste Storage Facilities Using GIS and AI: Application in the Antofagasta Region by Gabriel Hermosilla, Gabriel Villavicencio, Giovanni Cocca-Guardia, Vicente Aprigliano, Manuel Silva, Juan Carlos Quezada, Pierre Breul, Vinicius Minatogawa, Jaime Morales

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The importance and challenges of data collection in risk assessment by Xekalakis Georgios, Fokaides Paris, Christou Petros

“…This study underscores the significance of diverse data collection methods, including field surveys, artificial intelligence (AI) analysis, and satellite imagery, each essential for developing robust risk assessment frameworks. …”
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The effect of conflict on damage to medical facilities in Mariupol, Ukraine: A quasi-experimental study. by Danielle N Poole, Daniel Andersen, Nathaniel A Raymond, Jack Parham, Caitlin Howarth, Oona A Hathaway, Kaveh Khoshnood, Yale Humanitarian Research Lab

“…We leveraged commercially and publicly available satellite imagery and cross-referenced geolocated facility data to conduct a pre-post quasi-experimental study of damage to medical facilities in Mariupol, Ukraine as a result of Russia's invasion. …”
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Predicting pack-ice seal occupancy of ice floes along the Western Antarctic Peninsula. by Michael J Wethington, Bilgecan Şen, Heather J Lynch

“…This work represents another step in the pipeline required to automate the survey of pack-ice seals using satellite imagery, a necessary step towards pan-Antarctic monitoring of these key marine predators.…”
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Investigation of the effects and evidence of late Quaternary glaciers on the Binaloud Heights by Abolghasem Amir Ahmadi, Leila Goli Mokhtari, Naemi Tebar Mahnaz

“…Topographic maps, satellite imagery and climatic data are the tools and data used in this study. …”
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Analysing the trend of land changes and urban development of Shushtar by using remote sensing data by milad khayat, Atefeh Bosak, zahra hejazizadeh, ebrahim afifi

“…Existing urban land use maps were digitized and subsequently updated using Landsat satellite imagery. Subsequently, influential parameters in urban development were introduced as inputs to the Adaptive Neuro-Fuzzy Inference System (ANFIS) algorithm. …”
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Cloud and Cloud Shadow Detection for Multi-Modal Imagery With Gap-Filling Applications by Keunhoo Cho, Seongwook Park, Boram Seong, Seongwhan Lee, Jae-Pil Park

“…Recent techniques for detecting CCS often employ deep learning methods, which are effective but typically require extensive training data specific to each type of satellite imagery. This study presents a new methodology that applies a model trained on the preconstructed KOMPSAT-3/3A CCS dataset to Landsat-8 and Sentinel-2 satellite imagery. …”
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Forest Fire Discrimination Based on Angle Slope Index and Himawari-8 by Pingbo Liu, Gui Zhang

“…In the background of high frequency and intensity forest fires driven by future warming and a drying climate, early detection and effective control of fires are extremely important to reduce losses. Meteorological satellite imagery is commonly used for near-real-time forest fire monitoring, thanks to its high temporal resolution. …”
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Enhanced gap-filling for satellite-derived crop monitoring using temperature-driven reconstruction techniques by Flavian Tschurr, Lukas Valentin Graf, Achim Walter, Helge Aasen

“…Remote sensing of crop functional traits using optical satellite imagery provides a valuable tool for determining effective management techniques that reduce risk and enhance agroecosystem resilience. …”
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Tropical cyclone intensity estimation based on YOLO-NAS using satellite images in real time by Priyanka Nandal, Prerna Mann, Navdeep Bohra, Ghadah Aldehim, Asma Abbas Hassan Elnour, Randa Allafi

“…Meteorologists utilise high-resolution satellite imagery to address this challenge by accurately perceiving the complexities of storm genesis and structure. …”
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Amateurisme cartographique et géographique à l’heure du web 2.0 by Henry Bakis, Jérémie Valentin

“…The result appears as a geographical production, out of areas which, until recently, were the originators and obliged users: Universities, research organizations, professional geographers, states, NGOs, military, maps and satellite imagery producers... This article focuses on these new uses and tries to see the specificity and issues. …”
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