Nature Search

Lossless data compression by large models

Effective lossless compression requires that frequent patterns in the data can be identified. Li et al. explore using deep learning models to more effectively compress text, audio and video data.

Ziguang Li
Chao Huang
Ming Li
Research01 May 2025
Nature Machine Intelligence

Volume: 7, P: 794-799
Synchronized tropical Pacific and extratropical variability during the past three decades

Natural decadal variability has a role in global mean surface temperature trends. Observational data and modelling show that since the mid-1980s, the tropical eastern Pacific variability and the cold ocean–warm land pattern have covaried to enhance acceleration and deceleration in warming trends.

Jun-Chao Yang
Xiaopei Lin
Ziguang Li
Research20 Apr 2020
Nature Climate Change

Volume: 10, P: 422-427
Murine interfollicular epidermal differentiation is gradualistic with GRHL3 controlling progression from stem to transition cell states

The interfollicular epidermis (IFE) is part of the epidermis but how it forms is unclear. Here, the authors perform scRNA sequencing at various developmental stages on the mouse epidermis and on deletion of Grhl3, showing IFE differentiation is gradual and that Grhl3 is needed for commitment to differentiation by regulating Wnt signalling pathway.

Ziguang Lin
Suoqin Jin
Bogi Andersen
ResearchOpen Access28 Oct 2020
Nature Communications

Volume: 11, P: 1-15
An extraordinary fossil captures the struggle for existence during the Mesozoic

Gang Han
Jordan C. Mallon
Ling-Ji Li
ResearchOpen Access18 Jul 2023
Scientific Reports

Volume: 13, P: 1-11
Interannual variation in the East Asian summer monsoon-tropical Atlantic SST relationship modulated by the Interdecadal Pacific Oscillation

Hao Wang
Ziguang Li
Yu Zhang
ResearchOpen Access24 Oct 2023
npj Climate and Atmospheric Science

Volume: 6, P: 1-6
Dynamics of changing impacts of tropical Indo-Pacific variability on Indian and Australian rainfall

Ziguang Li
Wenju Cai
Xiaopei Lin
ResearchOpen Access22 Aug 2016
Scientific Reports

Volume: 6, P: 1-7
Nonlinear country-heterogenous impact of the Indian Ocean Dipole on global economies

The authors find a nonlinear, multiyear-long and country-heterogeneous economic loss induced by the Indian Ocean Dipole. Under a high emission scenario, the amplitude of the dipole is increasing, causing additional financial losses in the 21st century.

Wenju Cai
Yi Liu
David Newth
ResearchOpen Access12 Jun 2024
Nature Communications

Volume: 15, P: 1-10
Realization of high-luminous-efficiency InGaN light-emitting diodes in the “green gap” range

Yang Jiang
Yangfeng Li
Hong Chen
ResearchOpen Access03 Jun 2015
Scientific Reports

Volume: 5, P: 1-7
Nonlinear El Niño impacts on the global economy under climate change

Here the authors find economic damage from El Niño far greater than benefits from La Niña on the global economy, leading to an increased economic loss as ENSO variability intensifies under greenhouse warming.

Yi Liu
Wenju Cai
Ying Zhang
ResearchOpen Access21 Sept 2023
Nature Communications

Volume: 14, P: 1-11
Adaptive and freeze-tolerant heteronetwork organohydrogels with enhanced mechanical stability over a wide temperature range

Several living organisms can survive subzero temperatures without cell damage. Here, the authors show a heteronetwork organohydrogel with improved elasticity and mechanical features in a wide range of temperatures.

Hainan Gao
Ziguang Zhao
Lei Jiang
ResearchOpen Access22 Jun 2017
Nature Communications

Volume: 8, P: 1-8
Climate impacts of the El Niño–Southern Oscillation in Africa

The El Niño–Southern Oscillation (ENSO) has substantial impacts on the global climate. This Review outlines ENSO relationships with Africa, outlining their dynamics, impacts on precipitation and projected changes in the future.

Wenju Cai
Chris Reason
Joseph N. Mutemi
Reviews05 Aug 2025
Nature Reviews Earth & Environment

Volume: 6, P: 503-520
Increased extreme swings of Atlantic intertropical convergence zone in a warming climate

The Atlantic intertropical convergence zone can experience extreme northward shifts, with resultant precipitation changes. Model projections show the frequency of these extreme shifts will increase under climate change, driven by faster sea surface warming north of the Equator.

Yi Liu
Wenju Cai
Ziguang Li
Research18 Aug 2022
Nature Climate Change

Volume: 12, P: 828-833
Mechanical response characteristics and key technology of construction control of roof of long span string beam structure

Ziguang Zhang
Cheng Zhang
Ankang Hu
ResearchOpen Access08 Jul 2025
Scientific Reports

Volume: 15, P: 1-19
Realism of modelled Indian summer monsoon correlation with the tropical Indo-Pacific affects projected monsoon changes

Ziguang Li
Xiaopei Lin
Wenju Cai
ResearchOpen Access10 Jul 2017
Scientific Reports

Volume: 7, P: 1-7
Study on the critical stable height of vertical excavation in rocky foundation pit within layered structural plane

Ziguang Zhang
Xueping You
Mengqing Zhang
ResearchOpen Access28 May 2024
Scientific Reports

Volume: 14, P: 1-12
Basin-wide and coastal modes of north tropical Atlantic variability have distinct impacts on hurricanes

Sea surface temperature variability in the tropical North Atlantic exhibits a basin-wide mode and a coastal mode, with the former having a stronger impact on Atlantic hurricane activity, according to an analysis of climate data from remote sensing and reanalyses over the period 1982–2024.

Yi Liu
Michael J. McPhaden
Jun-Chao Yang
ResearchOpen Access12 Jul 2025
Communications Earth & Environment

Volume: 6, P: 1-9
Early signs of strong El Niño–Southern Oscillation episodes

Wenxiu Zhong
Arnold Sullivan
Ziguang Li
ResearchOpen Access18 May 2025
Scientific Reports

Volume: 15, P: 1-17
Anthropogenic impacts on twentieth-century ENSO variability changes

Although model projections indicate increased El Niño/Southern Oscillation (ENSO) variability in the future, contemporary impacts of anthropogenic forcing on ENSO variability have been difficult to ascertain. This Perspective discusses these contemporary effects, outlining that an increase in post-1960 ENSO variability is likely related to greenhouse gas forcing.

Wenju Cai
Benjamin Ng
Michael J. McPhaden
Reviews18 May 2023
Nature Reviews Earth & Environment

Volume: 4, P: 407-418
Effect of borax-modified activator on mechanical properties and drying shrinkage of alkali-activated slag/metakaolin mortar

Haiming Chen
Ziguang Qin
Peng Wu
ResearchOpen Access08 Apr 2024
Scientific Reports

Volume: 14, P: 1-15
Near-term projection of Amazon rainfall dominated by phase transition of the Interdecadal Pacific Oscillation

Yi Liu
Wenju Cai
Ziguang Li
ResearchOpen Access26 Feb 2024
npj Climate and Atmospheric Science

Volume: 7, P: 1-8
HAO1-mediated oxalate metabolism promotes lung pre-metastatic niche formation by inducing neutrophil extracellular traps

Zhicheng Zeng
Shaowan Xu
Li Liang
ResearchOpen Access23 Jun 2022
Oncogene

Volume: 41, P: 3719-3731
ECHS1, an interacting protein of LASP1, induces sphingolipid-metabolism imbalance to promote colorectal cancer progression by regulating ceramide glycosylation

Rui Li
Yanyu Hao
Liang Zhao
ResearchOpen Access06 Oct 2021
Cell Death & Disease

Volume: 12, P: 1-12
Author Correction: An extraordinary fossil captures the struggle for existence during the Mesozoic

Gang Han
Jordan C. Mallon
Ling‑Ji Li
Amendments and CorrectionsOpen Access12 Sept 2024
Scientific Reports

Volume: 14, P: 1

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