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Graph Neural Architecture Search
Experiments on real-world datasets demonstrate that GraphNAS can design a novel network architecture that rivals the best human-invented architecture in terms of validation set accuracy and in a transfer learning task, it is observed that graph neural architectures designed by GraphNAS, when transferred to new datasets, still gain improvement in Terms of prediction accuracy.
Projected changes of extreme weather events in the eastern United States based on a high resolution climate modeling system
This study is the first evaluation of dynamical downscaling using the Weather Research and Forecasting (WRF) Model on a 4 km × 4 km high resolution scale in the eastern US driven by the new Community…
Toward advanced daily cloud-free snow cover and snow water equivalent products from Terra-Aqua MODIS and Aqua AMSR-E measurements
Global carbon budgets simulated by the Beijing Climate Center Climate System Model for the last century
The paper examines terrestrial and oceanic carbon budgets from preindustrial time to present day in the version of Beijing Climate Center Climate System Model (BCC_CSM1.1) which is a global fully…
Check dam in the Loess Plateau of China: engineering for environmental services and food security.
- Yafeng Wang, B. Fu, Liding Chen, Y. Lü, Yang Gao
- Environmental Science, MedicineEnvironmental science & technology
- 16 November 2011
Check Dam in the Loess Plateau of China: Engineering for Environmental Services and Food Security. Yafeng Wang,* Bojie Fu, Liding Chen, Yihe L€u, and Yang Gao State Key Laboratory of Urban and…
The impact of emission and climate change on ozone in the United States under representative concentration pathways (RCPs).
- Yang Gao, Joshua S. Fu, J. Drake, J. Lamarque, Yang Liu
- Environmental ScienceAtmospheric chemistry and physics
- 1 September 2013
Dynamical downscaling was applied in this study to link the global climate-chemistry model Community Atmosphere Model (CAM-Chem) with the regional models Weather Research and Forecasting (WRF) Model and Community Multi-scale Air Quality (CMAQ) to evaluate the climate impact on ozone concentrations in the 2050s.
Assessment of effects of heavy metals combined pollution on soil enzyme activities and microbial community structure: modified ecological dose–response model and PCR-RAPD
A laboratory study was conducted to evaluate the response of soil enzyme activities (namely dehydrogenase, phosphatase and urease) to different levels of trace element pollution in soil…
A global synthesis of the rate and temperature sensitivity of soil nitrogen mineralization: latitudinal patterns and mechanisms
- Yuan Liu, Changhui Wang, Guirui Yu
- Medicine, Environmental ScienceGlobal change biology
- 1 January 2017
Empirical evidence is provided supporting that soil N availability, under global warming scenarios, is expected to increase stronger in colder regions as compared with that low-latitude regions due to the higher Q10 and may alleviate the restriction of N supply for increased primary productivity at higher latitudes.
Impact assessment of biomass burning on air quality in Southeast and East Asia during BASE-ASIA
Search for resonances in diphoton events at root s=13TeV with the ATLAS detector
Searches for new resonances decaying into two photons in the ATLAS experiment at the CERN Large Hadron Collider are described. The analysis is based on proton–proton collision data corresponding to…