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1
Detection of drainage ditches from LiDAR DTM using U-Net and transfer learning
Published 2025-04-01“…Big Earth Data…”
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2
Artificial intelligence-driven precipitation downscaling and projections over Thailand using CMIP6 climate models
Published 2025-08-01“…Big Earth Data…”
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3
Debris-covered glaciers mapping based on machine learning and multi-source satellite images over Eastern Pamir
Published 2025-04-01“…Big Earth Data…”
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4
Spatial sample weighted machine learning for multitemporal land cover change modeling with imbalanced datasets
Published 2025-06-01“…Big Earth Data…”
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5
Fusing MODIS and AVHRR products to generate a global 1-km continuous NDVI time series covering four decades
Published 2025-01-01“…Big Earth Data…”
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6
Exploring the concept of digital twins of wetlands for supporting ecosystem monitoring and management
Published 2025-05-01“…Big Earth Data…”
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7
Assessing teleconnection influences on the spatial and temporal patterns of meteorological drought in Northwest China
Published 2024-10-01“…Big Earth Data…”
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8
Enhancing geodatabases operability: advanced human-computer interaction through RAG and Multi-Agent Systems
Published 2025-04-01“…Big Earth Data…”
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9
Historical reconstruction dataset of hourly expected wind generation based on dynamically downscaled atmospheric reanalysis for assessing spatio-temporal impact of on-shore wind in...
Published 2024-10-01“…Big Earth Data…”
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10
Harnessing generative AI for enhanced disaster management: a systematic review
Published 2025-06-01“…Big Earth Data…”
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11
Assessing future risk of humanitarian crises using projections of climate-related hazards, population, conflict and other socioeconomic variables within the INFORM framework
Published 2025-08-01“…Big Earth Data…”
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12
Mapping sugarcane plantations in Northeast Thailand using multi-temporal data from multi-sensors and machine-learning algorithms
Published 2025-04-01“…Big Earth Data…”
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13
DACIA5: a Sentinel-1 and Sentinel-2 dataset for agricultural crop identification applications
Published 2025-06-01“…Big Earth Data…”
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14
Estimating vegetation indices and biophysical parameters for Central European temperate forests with Sentinel-1 SAR data and machine learning
Published 2025-04-01“…Big Earth Data…”
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15
Simulation of lake underwater terrain based on the XGBoost model: a case study of typical lakes on the Tibetan Plateau
Published 2025-06-01“…Big Earth Data…”
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16
The Chinese Air-Sea heat Flux (CASFlux) gridded dataset: description and validation
Published 2025-07-01“…Big Earth Data…”
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17
YOLOv5-RF: a deep learning method for tailings pond identification in high-resolution remote sensing images based on improved loss function
Published 2025-01-01“…Big Earth Data…”
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18
A performance enhanced distributed computing framework for clustering by local direction centrality upon Apache Spark
Published 2025-07-01“…Big Earth Data…”
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19
Empowering geoportals HCI with task-oriented chatbots through NLP and deep transfer learning
Published 2024-10-01“…Big Earth Data…”
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20
Modeling deforestation drivers in the Brazilian Amazon: a comparison of quantitative approaches
Published 2025-06-01“…Big Earth Data…”
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