Jiping Liu
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View article: Inferring building functions from a weighted graph isomorphic network based on the building-POI graph
Inferring building functions from a weighted graph isomorphic network based on the building-POI graph Open
Building function is the practical use of a structure, playing a crucial role in urban planning and risk management. However, prevailing studies utilizing graph neural networks (GNNs) often regard building function inference as a node clas…
View article: A Novel Method for Estimating Building Height from Baidu Panoramic Street View Images
A Novel Method for Estimating Building Height from Baidu Panoramic Street View Images Open
Building height information plays an important role in many urban-related applications, such as urban planning, disaster management, and environmental studies. With the rapid development of real scene maps, street view images are becoming …
View article: Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes Open
Unsupervised Domain Adaptation (UDA) has shown promise in effectively alleviating the performance degradation caused by domain gaps between source and target domains, and it can potentially be generalized to UAV object detection in adverse…
View article: A Multi-Semantic Feature Fusion Method for Complex Address Matching of Chinese Addresses
A Multi-Semantic Feature Fusion Method for Complex Address Matching of Chinese Addresses Open
Accurate address matching is crucial for the analysis, integration, and intelligent management of urban geospatial data and is also a key step in achieving geocoding. However, due to the complexity, diversity, and irregularity of address e…
View article: Can GCMs Simulate ENSO Cycles, Amplitudes, and Its Teleconnection Patterns with Global Precipitation?
Can GCMs Simulate ENSO Cycles, Amplitudes, and Its Teleconnection Patterns with Global Precipitation? Open
The ability of a general circulation model (GCM) to capture the variability of El Niño–Southern Oscillation (ENSO) is not only a scientific issue of climate model performance, but also critical for climate change and variability impact stu…
View article: Landslide susceptibility assessment using lightweight dense residual network with emphasis on deep spatial features
Landslide susceptibility assessment using lightweight dense residual network with emphasis on deep spatial features Open
Landslides are among the geological disasters that frequently occur worldwide and significantly restrict the sustainable development of society. Therefore, it is of great practical significance to perform landslide susceptibility assessmen…
View article: Construction and optimization of ecological security patterns in Chinese black soil areas considering ecological importance and vulnerability
Construction and optimization of ecological security patterns in Chinese black soil areas considering ecological importance and vulnerability Open
View article: Intelligent segmentation of Chinese address elements combining textual and spatial semantic features
Intelligent segmentation of Chinese address elements combining textual and spatial semantic features Open
Chinese address segmentation is a critical step in tasks such as address parsing, address standardization, address matching, and geocoding. However, existing research has largely overlooked the spatial characteristics of address elements, …
View article: Community-Level Urban Vitality Intensity and Diversity Analysis Supported by Multisource Remote Sensing Data
Community-Level Urban Vitality Intensity and Diversity Analysis Supported by Multisource Remote Sensing Data Open
Urban vitality serves as a crucial metric for evaluating sustainable urban development and the well-being of residents. Existing studies have predominantly focused on analyzing the direct effects of urban vitality intensity (VI) and its in…
View article: [<i>Jiawei Xiaoyao</i> Pills improves depression-like behavior in rats by regulating neurotransmitters, inhibiting inflammation and oxidation and modulating intestinal flora].
[<i>Jiawei Xiaoyao</i> Pills improves depression-like behavior in rats by regulating neurotransmitters, inhibiting inflammation and oxidation and modulating intestinal flora]. Open
JWXYP alleviates depression-like symptoms in rats by regulating the neurotransmitters, inhibiting inflammation and oxidation, and modulating gut microbiota.
View article: Dosimetric comparison of noncoplanar volumetric modulated arc therapy and helical tomotherapy in whole brain radiotherapy with hippocampus avoidance
Dosimetric comparison of noncoplanar volumetric modulated arc therapy and helical tomotherapy in whole brain radiotherapy with hippocampus avoidance Open
View article: Fine-Tuning LLM-Assisted Chinese Disaster Geospatial Intelligence Extraction and Case Studies
Fine-Tuning LLM-Assisted Chinese Disaster Geospatial Intelligence Extraction and Case Studies Open
The extraction of disaster geospatial intelligence (DGI) from social media data with spatiotemporal attributes plays a crucial role in real-time disaster monitoring and emergency decision-making. However, conventional machine learning appr…
View article: Investigating Sentinel-1 contributions to within-season crop type classification using Landsat and Sentinel-2 time series in the deep end-to-end learning era
Investigating Sentinel-1 contributions to within-season crop type classification using Landsat and Sentinel-2 time series in the deep end-to-end learning era Open
View article: Identifying freshwater wetland suitable habitat through a hydrological-biological connectivity framework: A case study of Naoli River wetlands, China
Identifying freshwater wetland suitable habitat through a hydrological-biological connectivity framework: A case study of Naoli River wetlands, China Open
Changes in hydrological connectivity not only interfere with the material transfer and energy flow processes within wetland ecosystems or between wetland ecosystems and other ecosystems but also pose potential risks to the ecosystem servic…
View article: Driving Factors for Vegetation NDVI Changes in a Cold Temperate Zone: Climate, Topography, and Land Use
Driving Factors for Vegetation NDVI Changes in a Cold Temperate Zone: Climate, Topography, and Land Use Open
Exploring the spatio-temporal evolution and driving mechanism of the NDVI (Normalized Difference Vegetation Index) is important in order to understand the operating forces of the ecosystem and the response process of environmental change. …
View article: Projected Antarctic sea ice change contributes to increased occurrence of strong El Niño
Projected Antarctic sea ice change contributes to increased occurrence of strong El Niño Open
Current climate models suggested that Antarctic sea ice cover would decrease substantially under cumulative CO2 emission, but little is known whether large decrease in Antarctic sea ice can influence the occurrence of strong El Niño. Using…
View article: DualNet-PoiD: A Hybrid Neural Network for Highly Accurate Recognition of POIs on Road Networks in Complex Areas with Urban Terrain
DualNet-PoiD: A Hybrid Neural Network for Highly Accurate Recognition of POIs on Road Networks in Complex Areas with Urban Terrain Open
For high-precision navigation, obtaining and maintaining high-precision point-of-interest (POI) data on the road network is crucial. In urban areas with complex terrains, the accuracy of traditional road network POI acquisition methods oft…
View article: Integration of Spatial and Co-Existence Relationships to Improve Administrative Region Target Detection in Map Images
Integration of Spatial and Co-Existence Relationships to Improve Administrative Region Target Detection in Map Images Open
Administrative regions are fundamental geographic elements on maps, thus making their detection in map images crucial to enhancing intelligent map interpretation. However, existing methods in this field primarily depend on the texture feat…
View article: How Has the Ferrel Cell Contributed to the Maintenance of Antarctic Sea Ice at Low Levels Since 2016?
How Has the Ferrel Cell Contributed to the Maintenance of Antarctic Sea Ice at Low Levels Since 2016? Open
This study investigates the specific circulation anomalies that have sustained the low Antarctic sea ice state since 2016. Firstly, we find a significant strengthening and southward shift in the Ferrel Cell during 2016–2022, resultin…
View article: Long-Term Trends and Variability of Hydroclimate Variables and Their Linkages with Climate Indices in the Songhua River
Long-Term Trends and Variability of Hydroclimate Variables and Their Linkages with Climate Indices in the Songhua River Open
The long-term trends and variability of hydroclimate variables are critical for water resource management, as well as adaptation to climate change. Three popular methods were used in this study to explore the trends and variability of hydr…
View article: Construction and optimization of ecological security patterns in the songnen plain
Construction and optimization of ecological security patterns in the songnen plain Open
To address the ecological security issues in the Songnen Plain, this study constructs the ecological security pattern by using the Multi-Criteria Evaluation Method, Minimum Cumulative Resistance (MCR) model, and Circuit Connectivity Model.…
View article: Tuning the Polycondensation of Phosphazenes with Zif-67 and its Effects on Uv/Fire Resistant Epoxy Composites
Tuning the Polycondensation of Phosphazenes with Zif-67 and its Effects on Uv/Fire Resistant Epoxy Composites Open
View article: Trans-Seasonal Variation in Hydrological Connectivity of Inland Salt Marsh Wetlands and its Impact on Water Quality - a Case Study of Momoge National Nature Reserve
Trans-Seasonal Variation in Hydrological Connectivity of Inland Salt Marsh Wetlands and its Impact on Water Quality - a Case Study of Momoge National Nature Reserve Open
View article: Identifying Freshwater Wetland Suitable Habitat Through a Hydrological-Biological Connectivity Framework: A Case Study of Naoli River Wetlands, China
Identifying Freshwater Wetland Suitable Habitat Through a Hydrological-Biological Connectivity Framework: A Case Study of Naoli River Wetlands, China Open
View article: Impacts of Hydrological Connectivity on the Spatiotemporal Heterogeneity of Suitable Wetland Habitats: A Case Study of Naoli River Wetlands, China
Impacts of Hydrological Connectivity on the Spatiotemporal Heterogeneity of Suitable Wetland Habitats: A Case Study of Naoli River Wetlands, China Open
View article: A response coordination design technology for the main loaded structures of the internal combustion engines based on NSEHO
A response coordination design technology for the main loaded structures of the internal combustion engines based on NSEHO Open
Response coordination design becomes an inevitable trend based on the multidisciplinary optimization design (MOD) in the development of the design for complex mechanical structures. Aiming at the problem of unclear mechanism of response co…
View article: Reconstruction of daily chlorophyll-a concentrations in the transit of severe tropical cyclone Hudhud using the ExDINEOF method
Reconstruction of daily chlorophyll-a concentrations in the transit of severe tropical cyclone Hudhud using the ExDINEOF method Open
Tropical regions experience a diverse range of dense clouds, posing challenges for the daily reconstruction of chlorophyll-a concentration data. This underscores the pressing need for a practical method to reconstruct daily-scale chlorophy…
View article: A spatio-temporal fusion method based on Landsat and MODIS normalized vegetation index data
A spatio-temporal fusion method based on Landsat and MODIS normalized vegetation index data Open
Normalized difference vegetation index (NDVI) can simply and effectively reflect the growth status of plants, and has a linear relationship with vegetation coverage, thus it is an important indicator to identify vegetation growth status an…
View article: A few thoughts on the integrated space-air-ground emergency rescue communication command in China
A few thoughts on the integrated space-air-ground emergency rescue communication command in China Open
With the rapid development of remote sensing, geographic information (GI), artificial intelligence (AI) and other technologies, China is continuously strengthening emergency rescue innovation and numerous breakthroughs related to emergency…
View article: Research on multi-dimensional disaster information perception and fusion service technology in underground and shelter space
Research on multi-dimensional disaster information perception and fusion service technology in underground and shelter space Open
The disaster information of human casualties and infrastructure damage in underground and sheltered spaces usually demands to be acquired timely during natural disasters such as earthquakes. Therefore, to address the last link problem in t…