Runliang Xia
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View article: GPRNet: A Geometric Prior-Refined Semantic Segmentation Network for Land Use and Land Cover Mapping
GPRNet: A Geometric Prior-Refined Semantic Segmentation Network for Land Use and Land Cover Mapping Open
Semantic segmentation of high-resolution remote sensing images remains a challenging task due to the intricate spatial structures, scale variability, and semantic ambiguity among ground objects. Moreover, the reliable delineation of fine-g…
View article: A Spatial–Frequency Combined Transformer for Cloud Removal of Optical Remote Sensing Images
A Spatial–Frequency Combined Transformer for Cloud Removal of Optical Remote Sensing Images Open
Cloud removal is a vital preprocessing step in optical remote sensing images (RSIs), directly enhancing image quality and providing a high-quality data foundation for downstream tasks, such as water body extraction and land cover classific…
View article: SSCNet: A Spectrum-Space Collaborative Network for Semantic Segmentation of Remote Sensing Images
SSCNet: A Spectrum-Space Collaborative Network for Semantic Segmentation of Remote Sensing Images Open
Semantic segmentation plays a pivotal role in the intelligent interpretation of remote sensing images (RSIs). However, conventional methods predominantly focus on learning representations within the spatial domain, often resulting in subop…
View article: Mechanism and Simulation Evaluation of Urban Rainflood Induced Disasters
Mechanism and Simulation Evaluation of Urban Rainflood Induced Disasters Open
The mechanism and simulation evaluation of urban rain and flood disasters are necessary means for the healthy development of cities, and are of great significance for comprehensive urban governance and flood prevention. Based on the mechan…
View article: Attributing trend in naturalized streamflow to temporally explicit vegetation change and climate variation in the Yellow River basin of China
Attributing trend in naturalized streamflow to temporally explicit vegetation change and climate variation in the Yellow River basin of China Open
The naturalized streamflow, i.e., streamflow without water management effects, in the Yellow River basin (YRB) has been significantly decreased at a rate of -3.71×108 m3 yr−1 during 1982–2018, although annual precipitation experienced an i…
View article: Comment on hess-2022-196
Comment on hess-2022-196 Open
Abstract. The naturalized streamflow, i.e., streamflow without water management effects, in the Yellow River basin (YRB) has been significantly decreased at a rate of -3.71Ã108âm3
View article: Encoding Contextual Information by Interlacing Transformer and Convolution for Remote Sensing Imagery Semantic Segmentation
Encoding Contextual Information by Interlacing Transformer and Convolution for Remote Sensing Imagery Semantic Segmentation Open
Contextual information plays a pivotal role in the semantic segmentation of remote sensing imagery (RSI) due to the imbalanced distributions and ubiquitous intra-class variants. The emergence of the transformer intrigues the revolution of …
View article: The impact of calibration conditions on the transferability of conceptual hydrological models under stationary and nonstationary climatic conditions
The impact of calibration conditions on the transferability of conceptual hydrological models under stationary and nonstationary climatic conditions Open
View article: Attributing trend in naturalized streamflow to temporally explicit vegetation change and climate variation in the Yellow River Basin of China
Attributing trend in naturalized streamflow to temporally explicit vegetation change and climate variation in the Yellow River Basin of China Open
The naturalized streamflow, i.e., streamflow without water management effects, in the Yellow River Basin (YRB) has been significantly decreased at a rate of -3.71×108 m3 yr-1 during 1982–2018 although annual precipitation experienced insig…
View article: Benchmarking data-driven rainfall-runoff modeling across 54 catchments in the Yellow River Basin: Overfitting, calibration length, dry frequency
Benchmarking data-driven rainfall-runoff modeling across 54 catchments in the Yellow River Basin: Overfitting, calibration length, dry frequency Open
View article: Study on the changes in vegetation structural coverage and its response mechanism to hydrology
Study on the changes in vegetation structural coverage and its response mechanism to hydrology Open
Vegetation is an important factor that affects the hydrological process of a watershed. In recent years, the vegetation in the hilly and gully regions of the Loess Plateau has undergone significant changes, which have greatly changed the r…
View article: Hybridizing Euclidean and Hyperbolic Similarities for Attentively Refining Representations in Semantic Segmentation of Remote Sensing Images
Hybridizing Euclidean and Hyperbolic Similarities for Attentively Refining Representations in Semantic Segmentation of Remote Sensing Images Open
Attention mechanisms have revolutionized the semantic segmentation network in interpreting remotely sensed images (RSIs) due to their amazing ability in establishing contextual dependencies.Nevertheless, due to the complex scenes and diver…
View article: Attentively Learning Edge Distributions for Semantic Segmentation of Remote Sensing Imagery
Attentively Learning Edge Distributions for Semantic Segmentation of Remote Sensing Imagery Open
Semantic segmentation has been a fundamental task in interpreting remote sensing imagery (RSI) for various downstream applications. Due to the high intra-class variants and inter-class similarities, inflexibly transferring natural image-sp…
View article: CCAM: China Catchment Attributes and Meteorology dataset
CCAM: China Catchment Attributes and Meteorology dataset Open
The absence of a compiled large-scale catchment characteristics dataset is a key obstacle limiting the development of large-sample hydrology research in China. We introduce the first large-scale catchment attribute dataset in China. We com…
View article: CCAM: China Catchment Attributes and Meteorology dataset
CCAM: China Catchment Attributes and Meteorology dataset Open
This repository contains the dataset supporting the paper: CCAM: China Catchment Attributes and Meteorology dataset. It consists of two parts: CCAM: China Catchment Attributes and Meteorology dataset and HydroMLYR. The first dataset provid…
View article: Hybridizing Cross-Level Contextual and Attentive Representations for Remote Sensing Imagery Semantic Segmentation
Hybridizing Cross-Level Contextual and Attentive Representations for Remote Sensing Imagery Semantic Segmentation Open
Semantic segmentation of remote sensing imagery is a fundamental task in intelligent interpretation. Since deep convolutional neural networks (DCNNs) performed considerable insight in learning implicit representations from data, numerous w…
View article: CCAM: China Catchment Attributes and Meteorology dataset
CCAM: China Catchment Attributes and Meteorology dataset Open
This repository contains the dataset supporting the paper: CCAM: China Catchment Attributes and Meteorology dataset. It consists of two parts: CCAM: China Catchment Attributes and Meteorology dataset and HydroMLYR. The first dataset provid…
View article: CCAM: China Catchment Attributes and Meteorology dataset
CCAM: China Catchment Attributes and Meteorology dataset Open
This repository contains the dataset supporting the paper: CCAM: China Catchment Attributes and Meteorology dataset. It consists of two parts: CCAM: China Catchment Attributes and Meteorology dataset and HydroMLYR. The first dataset provid…
View article: CCAM: China Catchment Attributes and Meteorology dataset
CCAM: China Catchment Attributes and Meteorology dataset Open
This repository contains the dataset supporting the paper: CCAM: China Catchment Attributes and Meteorology dataset. It consists of two parts: CCAM: China Catchment Attributes and Meteorology dataset and HydroMLYR. The first dataset provid…
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
NOTE: A new reorganized version will be uploaded soon, including a longer meteorological time series and more basins.
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…
View article: Comment on visuals and color maps
Comment on visuals and color maps Open
Abstract. The absence of a compiled large-scale catchment characteristics dataset is a key obstacle limiting the development of large-sample hydrology research in China. We introduce the first large-scale catchment attribu…
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…
View article: Supplementary material to "Catchment attributes and meteorology for large sample study in contiguous China"
Supplementary material to "Catchment attributes and meteorology for large sample study in contiguous China" Open
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
NOTE: A new reorganized version will be uploaded soon, including a longer meteorological time series.
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…
View article: Catchment attributes and meteorology for large sample study in contiguous China
Catchment attributes and meteorology for large sample study in contiguous China Open
We introduce the first large-scale catchment attributes and meteorological time series dataset of contiguous China. To develop the dataset, we compiled diverse data sources to generate basin-oriented features describing the characteristics…