Jie Dai
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View article: Category and semantic distance modulate the impact of prediction on memory
Category and semantic distance modulate the impact of prediction on memory Open
View article: Measuring Hong Kong Massive Multi-Task Language Understanding
Measuring Hong Kong Massive Multi-Task Language Understanding Open
Multilingual understanding is crucial for the cross-cultural applicability of Large Language Models (LLMs). However, evaluation benchmarks designed for Hong Kong's unique linguistic landscape, which combines Traditional Chinese script with…
View article: Optimizing depthwise separable convolution on DCU
Optimizing depthwise separable convolution on DCU Open
The integration of Large Language Models (LLMs) with Convolutional Neural Networks (CNNs) is significantly advancing the development of large models. However, the computational cost of large models is high, necessitating optimization for g…
View article: Effects of Long-Term Organic FertilizerApplication on Tea Plantation Soilof Its Physical and Chemical Propertiesand Microbial Communities
Effects of Long-Term Organic FertilizerApplication on Tea Plantation Soilof Its Physical and Chemical Propertiesand Microbial Communities Open
Chemical fertilizer is widely used in agricultural fertilization, but over-fertilization has caused soil quality degradation.Some studies have shown that the application of organic fertilizer is beneficial to soil quality, but there are fe…
View article: Mapping Water Quality in Nearshore Reef Environments Using Airborne Imaging Spectroscopy
Mapping Water Quality in Nearshore Reef Environments Using Airborne Imaging Spectroscopy Open
Coral reefs are threatened globally by compounding stressors of accelerating climate change and deteriorating water quality. Water quality plays a central role in coral reef health. Yet, accurately quantifying water quality at large scales…
View article: Canopy-Level Spectral Variation and Classification of Diverse Crop Species with Fine Spatial Resolution Imaging Spectroscopy
Canopy-Level Spectral Variation and Classification of Diverse Crop Species with Fine Spatial Resolution Imaging Spectroscopy Open
With the increasing availability and volume of remote sensing data, imaging spectroscopy is an expanding tool for agricultural studies. One of the fundamental applications in agricultural research is crop mapping and classification. Previo…
View article: Crop Canopy Nitrogen Estimation from Mixed Pixels in Agricultural Lands Using Imaging Spectroscopy
Crop Canopy Nitrogen Estimation from Mixed Pixels in Agricultural Lands Using Imaging Spectroscopy Open
Accurate retrieval of canopy nutrient content has been made possible using visible-to-shortwave infrared (VSWIR) imaging spectroscopy. While this strategy has often been tested on closed green plant canopies, little is known about how nutr…
View article: Difference in Response of Caragana intermedia Photosynthesis to Soil Water Content in Different Afforestation Years and Related Threshold Effects in Alpine Sandy Lands
Difference in Response of Caragana intermedia Photosynthesis to Soil Water Content in Different Afforestation Years and Related Threshold Effects in Alpine Sandy Lands Open
This study was carried out to clarify the response of photosynthesis physiology of Caragana intermedia, an excellent tree species for wind protection and sand fixation, to soil water content (SWC) and to determine the relevant threshold ra…
View article: Quantifying the Variation in Reflectance Spectra of Metrosideros polymorpha Canopies across Environmental Gradients
Quantifying the Variation in Reflectance Spectra of Metrosideros polymorpha Canopies across Environmental Gradients Open
Imaging spectroscopy is a burgeoning tool for understanding ecosystem functioning on large spatial scales, yet the application of this technology to assess intra-specific trait variation across environmental gradients has been poorly teste…
View article: Sex-Specific Habitat Suitability Modeling for Panthera tigris in Chitwan National Park, Nepal: Broader Conservation Implications
Sex-Specific Habitat Suitability Modeling for Panthera tigris in Chitwan National Park, Nepal: Broader Conservation Implications Open
Although research on wildlife species across taxa has shown that males and females may differentially select habitat, sex-specific habitat suitability models for endangered species are uncommon. We developed sex-specific models for Bengal …
View article: Fine root dynamic characteristics and effect on plantation’s carbon sequestration of three <i>Salix</i> shrub plantations in Tibetan Plateau alpine sandy land
Fine root dynamic characteristics and effect on plantation’s carbon sequestration of three <i>Salix</i> shrub plantations in Tibetan Plateau alpine sandy land Open
Desertification land in Gonghe Basin of Tibetan Plateau, China accounts for 91.9% of the total land area. Vegetation restoration and reconstruction with desert shrubs in degraded ecosystem are effective ways to prevent and control desertif…
View article: Green Vegetation Cover Has Steadily Increased since Establishment of Community Forests in Western Chitwan, Nepal
Green Vegetation Cover Has Steadily Increased since Establishment of Community Forests in Western Chitwan, Nepal Open
Community forests have been established worldwide to sustainably manage forest ecosystem services while maintaining the livelihoods of local residents. The Chitwan National Park in Nepal is a world-renowned biodiversity hotspot, where comm…
View article: Mapping understory invasive plant species with field and remotely sensed data in Chitwan, Nepal
Mapping understory invasive plant species with field and remotely sensed data in Chitwan, Nepal Open
Monitoring invasive species distribution and prevalence is important, but direct field-based assessment is often impractical. In this paper, we introduce and validate a cost-effective method for mapping understory invasive plant species. W…
View article: The Tale of Western Chitwan Community Forests: Historical Vegetation Dynamics and the Challenges with the Invasion of Mikania micrantha
The Tale of Western Chitwan Community Forests: Historical Vegetation Dynamics and the Challenges with the Invasion of Mikania micrantha Open
This dissertation addresses the historical vegetation dynamics in community forests, their novel challenges introduced by the invasion of an exotic creeping vine, and simulations of large-scale intervention practices in western Chitwan, Ne…
View article: Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting
Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting Open
Convective storm nowcasting has attracted substantial attention in various\nfields. Existing methods under a deep learning framework rely primarily on\nradar data. Although they perform nowcast storm advection well, it is still\nchallengin…
View article: Semi-parametric Geographically Weighted Regression (S-GWR): a Case Study on Invasive Plant Species Distribution in Subtropical Nepal
Semi-parametric Geographically Weighted Regression (S-GWR): a Case Study on Invasive Plant Species Distribution in Subtropical Nepal Open
Geographically weighted regression (GWR) is a spatial statistical methodology to explore the impact of non-stationarity on the interaction between spatially measured dependent and independent variables. In this paper we use a semi-parametr…