Weipeng Zheng
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View article: A TEMPO-loaded DNA hydrogel enabling integrated early diagnosis and treatment of osteoarthritis
A TEMPO-loaded DNA hydrogel enabling integrated early diagnosis and treatment of osteoarthritis Open
Osteoarthritis (OA) is a chronic inflammatory disease characterized primarily by cartilage degradation. Current imaging techniques often detect OA only after irreversible cartilage damage has occurred, and no drugs are available to halt di…
View article: Weakened and Irregular Miocene Climate Response to Orbital Forcing compared to the modern day
Weakened and Irregular Miocene Climate Response to Orbital Forcing compared to the modern day Open
Orbital forcing is a well-established driver of Pleistocene glacial-interglacial cycles, but its role in warmer climates remains less clear. Using climate model simulation, we assess temperature response to maximum and minimum boreal summe…
View article: Supplementary material to "Weakened and Irregular Miocene Climate Response to Orbital Forcing compared to the modern day"
Supplementary material to "Weakened and Irregular Miocene Climate Response to Orbital Forcing compared to the modern day" Open
View article: A sea ice free Arctic: Assessment Fast Track abrupt-127k experimental protocol and motivation
A sea ice free Arctic: Assessment Fast Track abrupt-127k experimental protocol and motivation Open
Given that the Arctic could be ice-free in summer within the next ten to twenty years, accurately predicting low-ice states is of crucial importance. Paleo-evidence shows that the strong orbitally-induced high latitude insolation anomaly a…
View article: Forecasting Ocean Mesoscale Eddies in the Northwest Pacific in a Dynamic Ocean Forecast System
Forecasting Ocean Mesoscale Eddies in the Northwest Pacific in a Dynamic Ocean Forecast System Open
The LICOM Forecast System (LFS), a global eddy-resolving ocean forecasting system, provides 1–15-day forecasts of ocean mesoscale eddies (OMEs). This study conducts a comparative analysis of the forecast results against observational data,…
View article: An assessment of mesoscale eddies simulated by a global eddy-resolving ocean forecast system in the South China Sea
An assessment of mesoscale eddies simulated by a global eddy-resolving ocean forecast system in the South China Sea Open
View article: A New Transformer Network for Short-Term Global Sea Surface Temperature Forecasting: Importance of Eddies
A New Transformer Network for Short-Term Global Sea Surface Temperature Forecasting: Importance of Eddies Open
Short-term sea surface temperature (SST) forecasts are crucial for operational oceanology. This study introduces a specialized Transformer model (U-Transformer) to forecast global short-term SST variability and compares its performance wit…
View article: A New Transformer Network for Short-Term Global Sea Surface Temperature Forecasting: Importance of Eddies
A New Transformer Network for Short-Term Global Sea Surface Temperature Forecasting: Importance of Eddies Open
Short-term sea surface temperature (SST) forecasts are crucial for operational oceanology. This study introduced a specialized Transformer model (U-Transformer) to forecast global short-term SST variability and to compare with those from C…
View article: A 1-km resolution global ocean simulation promises to unveil oceanic multi-scale dynamics and climate impacts
A 1-km resolution global ocean simulation promises to unveil oceanic multi-scale dynamics and climate impacts Open
View article: Fast and flexible spatial sampling methods based on the Quadtree algorithm for ocean monitoring
Fast and flexible spatial sampling methods based on the Quadtree algorithm for ocean monitoring Open
Although existing in situ oceanographic data are sparse, such data still play an important role in submarine monitoring and forecasting. Considering budget limitations, an efficient spatial sampling scheme is critical to obtain data with m…
View article: Intensification of the Indonesian Throughflow in a Coupled GCM During the Last Interglacial
Intensification of the Indonesian Throughflow in a Coupled GCM During the Last Interglacial Open
The Indonesian Throughflow (ITF) plays a pivotal role in large-scale ocean-atmosphere interactions in the tropics, regulating the heat and freshwater budget between the Pacific and Indian Oceans. In the context o…
View article: An assessment of the LICOM Forecast System under the IVTT class4 framework
An assessment of the LICOM Forecast System under the IVTT class4 framework Open
This paper evaluates LFS (LICOM Forecast System) forecasts and compares them with other marine forecast systems under the IVTT (Intercomparison and Validation Task Team) Class 4 framework. LFS delivers real-time daily forecasts driven by t…
View article: An Assessment of Marine Heatwaves in a Global Eddy-Resolving Ocean Forecast System: A Case Study around China
An Assessment of Marine Heatwaves in a Global Eddy-Resolving Ocean Forecast System: A Case Study around China Open
Marine heatwaves (MHWs) are becoming increasingly frequent and intense around China, impacting marine ecosystems and coastal communities. Accurate forecasting of MHWs is crucial for their management and mitigation. In this study, we assess…
View article: A century-long eddy-resolving simulation of global oceanic large- and mesoscale state
A century-long eddy-resolving simulation of global oceanic large- and mesoscale state Open
View article: CAS FGOALS-f3-H Dataset for the High-Resolution Model Intercomparison Project (HighResMIP) Tier 2
CAS FGOALS-f3-H Dataset for the High-Resolution Model Intercomparison Project (HighResMIP) Tier 2 Open
Following the High-Resolution Model Intercomparison Project (HighResMIP) Tier 2 protocol under the Coupled Model Intercomparison Project Phase 6 (CMIP6), three numerical experiments are conducted with the Chinese Academy of Sciences Flexib…
View article: Multi-level voxel representations for digital twin models of tunnel geological environment
Multi-level voxel representations for digital twin models of tunnel geological environment Open
Intelligent tunnel engineering requires accurate and comprehensive digital twin models to represent complex geological environments. The digital twin model of tunnel geological environment has multi-level and diversified in-depth applicati…
View article: High-order Nonnegative Blind Source Separation based on Edge Features
High-order Nonnegative Blind Source Separation based on Edge Features Open
The edge feature-based Nonnegative Blind Source Separation (NBSS) proposed by us can make up for the shortcomings of the Minimum Volume Simplex (MVS) based algorithm that limits the shape of the scatterplot. In this paper, we design a high…
View article: The Super-large Ensemble Experiments of CAS FGOALS-g3
The Super-large Ensemble Experiments of CAS FGOALS-g3 Open
A super-large ensemble simulation dataset with 110 members has been produced by the fully coupled model FGOALS-g3 developed by researchers at the Institute of Atmospheric Physics, Chinese Academy of Sciences. This is the first dataset of l…
View article: Calendar effects on surface air temperature and precipitation based on model-ensemble equilibrium and transient simulations from PMIP4 and PACMEDY
Calendar effects on surface air temperature and precipitation based on model-ensemble equilibrium and transient simulations from PMIP4 and PACMEDY Open
Numerical modeling enables a comprehensive understanding not only of the Earth's system today, but also of the past. To date, a significant amount of time and effort has been devoted to paleoclimate modeling and analysis, which involves th…
View article: Supplementary material to "Calendar effects on surface air temperature and precipitation based on model-ensemble equilibrium and transient simulations from PMIP4 and PACMEDY"
Supplementary material to "Calendar effects on surface air temperature and precipitation based on model-ensemble equilibrium and transient simulations from PMIP4 and PACMEDY" Open
Figure S1.Insolation anomalies relative to PI in (a-b) MH and (c-d) LIG in classical and angular calendar.
View article: Calendar effects on surface air temperature and precipitation based on model-ensemble equilibrium and transient simulations from PMIP4 and PACMEDY
Calendar effects on surface air temperature and precipitation based on model-ensemble equilibrium and transient simulations from PMIP4 and PACMEDY Open
Numerical modelling enables a comprehensive understanding not only of the Earth's system today, but also of the past. To date, a significant amount of time and effort has been devoted to paleoclimate modeling and analysis, which involves t…
View article: China’s EarthLab—Forefront of Earth System Simulation Research
China’s EarthLab—Forefront of Earth System Simulation Research Open
View article: The GPU version of LASG/IAP Climate System Ocean Model version 3 (LICOM3) under the heterogeneous-compute interface for portability (HIP) framework and its large-scale application
The GPU version of LASG/IAP Climate System Ocean Model version 3 (LICOM3) under the heterogeneous-compute interface for portability (HIP) framework and its large-scale application Open
A high-resolution (1/20∘) global ocean general circulation model with graphics processing unit (GPU) code implementations is developed based on the LASG/IAP Climate System Ocean Model version 3 (LICOM3) under a heterogeneous-compute interf…
View article: Large-scale features of Last Interglacial climate: results from evaluating the <i>lig127k</i> simulations for the Coupled Model Intercomparison Project (CMIP6)–Paleoclimate Modeling Intercomparison Project (PMIP4)
Large-scale features of Last Interglacial climate: results from evaluating the <i>lig127k</i> simulations for the Coupled Model Intercomparison Project (CMIP6)–Paleoclimate Modeling Intercomparison Project (PMIP4) Open
The modeling of paleoclimate, using physically based tools, is increasingly seen as a strong out-of-sample test of the models that are used for the projection of future climate changes. New to the Coupled Model Intercomparison Project (CMI…
View article: A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences Open
The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climat…
View article: The GPU version of LICOM3 under HIP framework and itslarge-scale application
The GPU version of LICOM3 under HIP framework and itslarge-scale application Open
A high-resolution (1/20°) global ocean general circulation model with Graphics processing units (GPUs) code implementations is developed based on the LASG/IAP Climate system Ocean Model version 3 (LICOM3) under Heterogeneous-compute Interf…
View article: The contrasting effects of thermodynamic and dynamic processes on East Asian summer monsoon precipitation during the Last Glacial Maximum: a data-model comparison
The contrasting effects of thermodynamic and dynamic processes on East Asian summer monsoon precipitation during the Last Glacial Maximum: a data-model comparison Open
View article: Large-scale features and evaluation of the PMIP4-CMIP6 <i>midHolocene</i> simulations
Large-scale features and evaluation of the PMIP4-CMIP6 <i>midHolocene</i> simulations Open
The mid-Holocene (6000 years ago) is a standard time period for the evaluation of the simulated response of global climate models using palaeoclimate reconstructions. The latest mid-Holocene simulations are a palaeoclimate entry card for t…
View article: Comparison of past and future simulations of ENSO in CMIP5/PMIP3 and CMIP6/PMIP4 models
Comparison of past and future simulations of ENSO in CMIP5/PMIP3 and CMIP6/PMIP4 models Open
El Niño–Southern Oscillation (ENSO) is the strongest mode of interannual climate variability in the current climate, influencing ecosystems, agriculture, and weather systems across the globe, but future projections of ENSO frequency and am…
View article: Eddy-resolving Simulation of CAS-LICOM3 for Phase 2 of the Ocean Model Intercomparison Project
Eddy-resolving Simulation of CAS-LICOM3 for Phase 2 of the Ocean Model Intercomparison Project Open
A 61-year (1958–2018) global eddy-resolving dataset for phase 2 of the Ocean Model Intercomparison Project has been produced by the version 3 of Chinese Academy of Science, the State Key Laboratory of Numerical Modeling for Atmospheric Sci…