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GNNWR: An Open-Source Package of Spatiotemporal Intelligent Regression Methods for Modeling Spatial and Temporal Non-Stationarity.
- Published in:
- Geoscientific Model Development Discussions, 2024, p. 1, doi. 10.5194/gmd-2024-62
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- Article
A dynamic informed deep learning method for future estimation of laboratory stick-slip.
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- Geoscientific Model Development Discussions, 2024, p. 1, doi. 10.5194/gmd-2024-46
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- Article
GSA-SiamNet: A Siamese Network with Gradient-Based Spatial Attention for Pan-Sharpening of Multi-Spectral Images.
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- Remote Sensing, 2024, v. 16, n. 4, p. 616, doi. 10.3390/rs16040616
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- Article
Reconstruction of dissolved oxygen in the Indian Ocean from 1980 to 2019 based on machine learning techniques.
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- Frontiers in Marine Science, 2024, p. 1, doi. 10.3389/fmars.2023.1291232
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- Article
Deep Learning‐Based Seasonal Forecast of Sea Ice Considering Atmospheric Conditions.
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- Journal of Geophysical Research. Atmospheres, 2023, v. 128, n. 24, p. 1, doi. 10.1029/2023JD039521
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- Article
Pacific Decadal Oscillation Forecasting With Spatiotemporal Embedding Network.
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- Geophysical Research Letters, 2023, v. 50, n. 16, p. 1, doi. 10.1029/2023GL103170
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- Article
Risk assessment and spatial regulation on urban ground collapse based on geo-detector: a case study of Hangzhou urban area.
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- Natural Hazards, 2023, v. 118, n. 1, p. 525, doi. 10.1007/s11069-023-06016-8
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- Article
High-Resolution Daily Spatiotemporal Distribution and Evaluation of Ground-Level Nitrogen Dioxide Concentration in the Beijing–Tianjin–Hebei Region Based on TROPOMI Data.
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- Remote Sensing, 2023, v. 15, n. 15, p. 3878, doi. 10.3390/rs15153878
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- Article
A Graph Memory Neural Network for Sea Surface Temperature Prediction.
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- Remote Sensing, 2023, v. 15, n. 14, p. 3539, doi. 10.3390/rs15143539
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- Article
A generalized spatial autoregressive neural network method for three-dimensional spatial interpolation.
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- Geoscientific Model Development, 2023, v. 16, n. 10, p. 2777, doi. 10.5194/gmd-16-2777-2023
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- Article
A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression.
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- Remote Sensing, 2023, v. 15, n. 7, p. 1740, doi. 10.3390/rs15071740
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- Article
Contextual Fear Learning and Extinction in the Primary Visual Cortex of Mice.
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- Neuroscience Bulletin, 2023, v. 39, n. 1, p. 29, doi. 10.1007/s12264-022-00889-8
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- Article
A generalized spatial autoregressive neural network (GSARNN) method for three-dimensional spatial interpolation.
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- Geoscientific Model Development Discussions, 2022, p. 1, doi. 10.5194/gmd-2022-198
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- Article
Machine Learning in Extreme Value Analysis, an Approach to Detecting Harmful Algal Blooms with Long-Term Multisource Satellite Data.
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- Remote Sensing, 2022, v. 14, n. 16, p. 3918, doi. 10.3390/rs14163918
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- Article
House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China.
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- ISPRS International Journal of Geo-Information, 2022, v. 11, n. 8, p. 450, doi. 10.3390/ijgi11080450
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- Article
Hyperspectral Image Classification with a Multiscale Fusion-Evolution Graph Convolutional Network Based on a Feature-Spatial Attention Mechanism.
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- Remote Sensing, 2022, v. 14, n. 11, p. 2653, doi. 10.3390/rs14112653
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- Article
A deep trajectory clustering method based on sequence‐to‐sequence autoencoder model.
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- Transactions in GIS, 2022, v. 26, n. 4, p. 1801, doi. 10.1111/tgis.12905
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- Article
Deep Learning for Multi‐Timescales Pacific Decadal Oscillation Forecasting.
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- Geophysical Research Letters, 2022, v. 49, n. 6, p. 1, doi. 10.1029/2021GL096479
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- Article
Identifying Damaged Buildings in Aerial Images Using the Object Detection Method.
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- Remote Sensing, 2021, v. 13, n. 21, p. 4213, doi. 10.3390/rs13214213
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- Article
Using Geographically Weighted Regression to Study the Seasonal Influence of Potential Risk Factors on the Incidence of HFMD on the Chinese Mainland.
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- ISPRS International Journal of Geo-Information, 2021, v. 10, n. 7, p. 448, doi. 10.3390/ijgi10070448
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Multi-Task Collaboration Deep Learning Framework for Infrared Precipitation Estimation.
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- Remote Sensing, 2021, v. 13, n. 12, p. 2310, doi. 10.3390/rs13122310
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- Article
Improving Geographically Weighted Regression Considering Directional Nonstationary for Ground-Level PM 2.5 Estimation.
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- ISPRS International Journal of Geo-Information, 2021, v. 10, n. 6, p. 413, doi. 10.3390/ijgi10060413
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- Article
Satellite-Based Mapping of High-Resolution Ground-Level PM 2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression.
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- Remote Sensing, 2021, v. 13, n. 10, p. 1979, doi. 10.3390/rs13101979
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- Article
Deep Understanding of Urban Dynamics from Imprint Urban Toponymic Data Using a Spatial–Temporal–Semantic Analysis Approach.
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- ISPRS International Journal of Geo-Information, 2021, v. 10, n. 5, p. 278, doi. 10.3390/ijgi10050278
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- Article
Sea Surface Salinity Estimation and Spatial-Temporal Heterogeneity Analysis in the Gulf of Mexico.
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- Remote Sensing, 2021, v. 13, n. 5, p. 881, doi. 10.3390/rs13050881
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- Article
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets.
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- Remote Sensing, 2021, v. 13, n. 5, p. 905, doi. 10.3390/rs13050905
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- Article
Automated Characterization of Yardangs Using Deep Convolutional Neural Networks.
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- Remote Sensing, 2021, v. 13, n. 4, p. 733, doi. 10.3390/rs13040733
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- Article
RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images.
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- Remote Sensing, 2021, v. 13, n. 1, p. 62, doi. 10.3390/rs13010062
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- Article
Variation in Concentration and Sources of Black Carbon in a Megacity of China During the COVID‐19 Pandemic.
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- Geophysical Research Letters, 2020, v. 47, n. 23, p. 1, doi. 10.1029/2020GL090444
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- Article
STME: An effective method for discovering spatiotemporal multi‐type clusters containing events with different densities.
- Published in:
- Transactions in GIS, 2020, v. 24, n. 6, p. 1559, doi. 10.1111/tgis.12662
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- Article
An Unsupervised Urban Extent Extraction Method from NPP-VIIRS Nighttime Light Data.
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- Remote Sensing, 2020, v. 12, n. 22, p. 3810, doi. 10.3390/rs12223810
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- Article
A Tile-Based Framework with a Spatial-Aware Feature for Easy Access and Efficient Analysis of Marine Remote Sensing Data.
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- Remote Sensing, 2020, v. 12, n. 12, p. 1932, doi. 10.3390/rs12121932
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- Article
Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method.
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- Remote Sensing, 2020, v. 12, n. 12, p. 1937, doi. 10.3390/rs12121937
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- Article
Remote Sensing Single-Image Resolution Improvement Using A Deep Gradient-Aware Network with Image-Specific Enhancement.
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- Remote Sensing, 2020, v. 12, n. 5, p. 758, doi. 10.3390/rs12050758
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- Article
A multi‐modal transportation data‐driven approach to identify urban functional zones: An exploration based on Hangzhou City, China.
- Published in:
- Transactions in GIS, 2020, v. 24, n. 1, p. 123, doi. 10.1111/tgis.12591
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- Article
Where Urban Youth Work and Live: A Data-Driven Approach to Identify Urban Functional Areas at a Fine Scale.
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- ISPRS International Journal of Geo-Information, 2020, v. 9, n. 1, p. 42, doi. 10.3390/ijgi9010042
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- Article
EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification.
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- Remote Sensing, 2020, v. 12, n. 1, p. 66, doi. 10.3390/rs12010066
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- Article
A spatiotemporal assessment of field residues of rice, maize, and wheat at provincial and county levels in China.
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- GCB Bioenergy, 2019, v. 11, n. 10, p. 1146, doi. 10.1111/gcbb.12622
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- Article
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data.
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- ISPRS International Journal of Geo-Information, 2018, v. 7, n. 12, p. 459, doi. 10.3390/ijgi7120459
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- Article
Vector Spatial Big Data Storage and Optimized Query Based on the Multi-Level Hilbert Grid Index in HBase.
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- Information (2078-2489), 2018, v. 9, n. 5, p. 116, doi. 10.3390/info9050116
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- Article
SPATIOTEMPORAL VISUALIZATION OF TIME-SERIES SATELLITE-DERIVED CO<sub>2</sub> FLUX DATA USING VOLUME RENDERING AND GPU-BASED INTERPOLATION ON A CLOUD-DRIVEN DIGITAL EARTH.
- Published in:
- ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 2017, v. 4, n. 4/W2, p. 77, doi. 10.5194/isprs-annals-IV-4-W2-77-2017
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- Article
Integrating Cellular Automata with the Deep Belief Network for Simulating Urban Growth.
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- Sustainability (2071-1050), 2017, v. 9, n. 10, p. 1786, doi. 10.3390/su9101786
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- Article
Multiple endmember object spectral mixture analysis for high spatial resolution remote sensing imagery of urban areas.
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- Journal of Applied Remote Sensing, 2017, v. 11, n. 3, p. 035014-1, doi. 10.1117/1.JRS.11.035014
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- Article
An Effective High-Performance Multiway Spatial Join Algorithm with Spark.
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- ISPRS International Journal of Geo-Information, 2017, v. 6, n. 4, p. 96, doi. 10.3390/ijgi6040096
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- Article
Unified Spatial Intersection Algorithms Based on Conformal Geometric Algebra.
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- Mathematical Problems in Engineering, 2016, p. 1, doi. 10.1155/2016/7412373
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- Article
Real-Time Spatial Queries for Moving Objects Using Storm Topology.
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- ISPRS International Journal of Geo-Information, 2016, v. 5, n. 10, p. 178, doi. 10.3390/ijgi5100178
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- Article
Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach.
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- ISPRS International Journal of Geo-Information, 2016, v. 5, n. 10, p. 187, doi. 10.3390/ijgi5100187
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- Article
Deep-Learning-Based Approach for Prediction of Algal Blooms.
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- Sustainability (2071-1050), 2016, v. 8, n. 10, p. 1060, doi. 10.3390/su8101060
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- Article
A New Design of High-Performance Large-Scale GIS Computing at a Finer Spatial Granularity: A Case Study of Spatial Join with Spark for Sustainability.
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- Sustainability (2071-1050), 2016, v. 8, n. 9, p. 926, doi. 10.3390/su8090926
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- Article
Peer-to-peer transmission of remote sensing image data using image subset block.
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- Optical Engineering, 2015, v. 54, n. 9, p. 1, doi. 10.1117/1.OE.54.9.093107
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- Article