News from Science China Press

In a paper published in SCIENCE CHINA Earth Sciences, researchers at Sun Yat-sen University developed an SFA-based Climate Prediction (SCP) method, which directly extracted slow-varying predictable signals from observed precipitation data and applied it to seasonal prediction of summer precipitation over South China. Independent forecasts for 2011–2022 show that the SCP method achieves a regional mean temporal correlation coefficient of 0.36 and accurately predicted the sign of regional-mean precipitation anomalies in 10 of 12 summers, outperforming two dynamical models and a hybrid dynamical–statistical prediction system. The study provides a new perspective to identifying potentially predictable signals and improving regional seasonal precipitation prediction.

Robots often learn from historical experience collected under older controllers and physical conditions. When tasks, hardware or environments change, that data can become misleading. Researchers developed Occupancy-Matching Policy Optimization (OMPO), which anchors large replay buffers to a small set of recent interactions. Across locomotion, transfer, manipulation and a real-robot test, OMPO improved stability, sample efficiency and adaptation.

A recent study published in the National Science Review reveals that the tradition of wrapping grains in leaves may date back as far as 2,200 years ago. Leaf-wrapped plant bundles unearthed at the Wuwangdun Site—believed to have served as funerary offerings—are now considered an early precursor to zongzi, the iconic traditional Chinese food enjoyed during the Dragon Boat Festival.

Researchers from Zhejiang University and other institutions conducted a systematic study on intrinsic defects in half-Heusler compounds—a big family of functional materials. They have discovered a new type of planar defect, named “filling fault,” along with the associated vacancy swap occupation. Their work clarifies the long-standing contradiction regarding defect types and atomic occupation in half-Heusler compounds. They elucidate the formation rules of filling faults across different compositions and reveal the mechanisms by which this novel planar defect influences carrier transport and piezoelectric response. These findings offer new perspectives for the design of functional materials.

Researchers have developed a wide-field Fourier transform hyperspectral imaging system that captures electrochemical reactions on hundreds of individual nanoparticles simultaneously. By integrating a common-path interferometer with a fast 2D camera, the method provides real-time spectral evolution during electrodeposition of palladium and cadmium sulfide on gold nanoparticles. Statistical analysis reveals distinct deposition behaviors on nanospheres versus nanorods—insights that would require thousands of tedious single-particle measurements using conventional approaches.

Researchers have developed a compact, built-in neutron analyzer for on-site measurement of uranium loading and element changes in wet ion-exchange resins. The 80 kg system combines prompt fission-neutron counting with prompt-gamma spectroscopy. Laboratory tests yielded a 0.129 g/L uranium detection limit in 60 s, while a field campaign at a commercial in-situ recovery mine followed adsorption, elution, transformation and a second adsorption cycle.

By regulating coordination angles of two carbazole-pyridine ligands (L1, L2) and building blocks (E1(OTf)₂, E2(OTf)₂), successfully obtained four architectures: a molecular-tweezer-like compound, a snowflake-shaped fold assembly, an 8₁₈ knot, and a closed three-link chain. SC-XRD validated the structures and showed that the ligand angle determines whether the assembly is interlocked or folded. NMR and ESI-TOF-MS verified solution-phase formation and purity. Furthermore, the closed three-link chain exhibits high photothermal conversion performance. Its efficiency is directly influenced by π–π stacking interactions, and EPR experiments further confirm that the radical character of the building blocks also contributes to the photothermal properties.

A research team led by Professor Kaicun Wang at Peking University has released a homogenized gridded climate dataset for China (HCD01), providing daily, 0.1-degree climate data for 1961-2022. The dataset corrects non-climatic signals in long-term observations and merges homogenized station records with ERA5-Land reanalysis, offering a high-quality data basis for studying climate change and its impacts across China.