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A Machine Learning Approach for Improving the Accuracy of Gridded Precipitation With Uncertainty QuantificationNARA Subscribed
The proliferation of gridded precipitation datasets produced through diverse methods has led to user confusion due to discrepancies in values for identical locations and times, underscoring the inherent uncertainty in current precipitation data. However, quantifying this uncertainty remains challenging since most datasets are deterministic and offer no easy mechanism for such quantification. This study proposes a novel machine...
Smallholder pig farms are an important feature of pork supply in Asia, and these farming approaches present unique management considerations. This survey was conducted to pilot a welfare assessment protocol and to investigate smallholder pig management and welfare at two sites in Vietnam, one with 55 farms raising predominantly indigenous pigs (the Da Bac site) and the other 55 farms raising predominantly non-indigenous pigs (...
The Nature of Oceanic Dispersal in the Diversification Process on Insular Systems in AsiaNARA Subscribed
Aim To clarify the characteristics and contribution of oceanic dispersal (OD), a representative of long‐distance dispersal, to phylogenetic diversification on insular systems. Location Eastern Eurasia. Time Period Post‐Neogene. Major Taxa Studied Freshwater snails of the genus Gyraulus (Mollusca: Gastropoda). Methods We conducted comprehensive sampling across the entire distribution range of G. chinensis group, including sever...
Introduction This study aimed to evaluate the status, resource use, and challenges of the capture-based hatchery of black tiger shrimp ( Penaeus monodon) (BTS). Methods Data was obtained through the investigation of 15 broodstock fishing boats and 60 capture-based BTS broodstock hatcheries. Resource use index (RUI) of the capture-based BTS hatchery, calculated from 1,000 female brooders to produce 15-day-old post-larvae (PL 15...
Remotely sensed evapotranspiration (ET RS ) shows promise for enhancing hydrological models, especially in regions lacking in situ streamflow observations. However, model calibration studies showed conflicting results regarding the ability of ET RS products to improve streamflow simulation. Rather than relying on model calibration, here we produce the first randomized experiment that explores the full streamflow–ET skill distr...
The coastline of the Ca Mau and Kien Giang provinces in the Vietnamese Mekong Delta has been severely eroded in recent decades. Pile–Rock Breakwaters (PRBWs) are among the most widely adopted structures for controlling shoreline erosion in this region. These structures are effective for wave energy dissipation, stimulating sediment accumulation, and facilitating the restoration of mangrove forests. These breakwaters are genera...