Satellite-based estimates of decline and rebound in China's CO2 emissions during COVID-19 pandemic.

Abstract:

:Changes in CO2 emissions during the COVID-19 pandemic have been estimated from indicators on activities like transportation and electricity generation. Here, we instead use satellite observations together with bottom-up information to track the daily dynamics of CO2 emissions during the pandemic. Unlike activity data, our observation-based analysis deploys independent measurement of pollutant concentrations in the atmosphere to correct misrepresentation in the bottom-up data and can provide more detailed insights into spatially explicit changes. Specifically, we use TROPOMI observations of NO2 to deduce 10-day moving averages of NO x and CO2 emissions over China, differentiating emissions by sector and province. Between January and April 2020, China's CO2 emissions fell by 11.5% compared to the same period in 2019, but emissions have since rebounded to pre-pandemic levels before the coronavirus outbreak at the beginning of January 2020 owing to the fast economic recovery in provinces where industrial activity is concentrated.

journal_name

Sci Adv

journal_title

Science advances

authors

Zheng B,Geng G,Ciais P,Davis SJ,Martin RV,Meng J,Wu N,Chevallier F,Broquet G,Boersma F,van der A R,Lin J,Guan D,Lei Y,He K,Zhang Q

doi

10.1126/sciadv.abd4998

subject

Has Abstract

pub_date

2020-12-02 00:00:00

issue

49

issn

2375-2548

pii

6/49/eabd4998

journal_volume

6

pub_type

杂志文章
  • Observation of inverse Edelstein effect in Rashba-split 2DEG between SrTiO3 and LaAlO3 at room temperature.

    abstract::The Rashba physics has been intensively studied in the field of spin orbitronics for the purpose of searching novel physical properties and the ferromagnetic (FM) magnetization switching for technological applications. We report our observation of the inverse Edelstein effect up to room temperature in the Rashba-split...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1602312

    authors: Song Q,Zhang H,Su T,Yuan W,Chen Y,Xing W,Shi J,Sun J,Han W

    更新日期:2017-03-17 00:00:00

  • Intersectionality takes it to the streets: Mobilizing across diverse interests for the Women's March.

    abstract::Can a diverse crowd of individuals whose interests focus on distinct issues related to racial identity, class, gender, and sexuality mobilize around a shared issue? If so, how does this process work in practice? To date, limited research has explored intersectionality as a mobilization tool for social movements. This ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aao1390

    authors: Fisher DR,Dow DM,Ray R

    更新日期:2017-09-20 00:00:00

  • Time-of-day-dependent global distribution of lunar surficial water/hydroxyl.

    abstract::A new set of time-of-day-dependent global maps of the lunar near-infrared water/hydroxyl (H2O/OH) absorption band strength near 2.8 to 3.0 μm constructed on the basis of Moon Mineralogy Mapper (M3) data is presented. The analyzed absorption band near 2.8 to 3.0 μm indicates the presence of surficial H2O/OH. To remove ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1701286

    authors: Wöhler C,Grumpe A,Berezhnoy AA,Shevchenko VV

    更新日期:2017-09-08 00:00:00

  • Therapeutics potentiating microglial p21-Nrf2 axis can rescue neurodegeneration caused by neuroinflammation.

    abstract::Neurodegenerative disorders are caused by progressive neuronal loss, and there is no complete treatment available yet. Neuroinflammation is a common feature across neurodegenerative disorders and implicated in the progression of neurodegeneration. Dysregulated activation of microglia causes neuroinflammation and has b...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.abc1428

    authors: Nakano-Kobayashi A,Fukumoto A,Morizane A,Nguyen DT,Le TM,Hashida K,Hosoya T,Takahashi R,Takahashi J,Hori O,Hagiwara M

    更新日期:2020-11-13 00:00:00

  • Pathways and challenges for efficient solar-thermal desalination.

    abstract::Solar-thermal desalination (STD) is a potentially low-cost, sustainable approach for providing high-quality fresh water in the absence of water and energy infrastructures. Despite recent efforts to advance STD by improving heat-absorbing materials and system designs, the best strategies for maximizing STD performance ...

    journal_title:Science advances

    pub_type: 杂志文章,评审

    doi:10.1126/sciadv.aax0763

    authors: Wang Z,Horseman T,Straub AP,Yip NY,Li D,Elimelech M,Lin S

    更新日期:2019-07-26 00:00:00

  • An auxin-regulable oscillatory circuit drives the root clock in Arabidopsis.

    abstract::In Arabidopsis, the root clock regulates the spacing of lateral organs along the primary root through oscillating gene expression. The core molecular mechanism that drives the root clock periodicity and how it is modified by exogenous cues such as auxin and gravity remain unknown. We identified the key elements of the...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.abd4722

    authors: Perianez-Rodriguez J,Rodriguez M,Marconi M,Bustillo-Avendaño E,Wachsman G,Sanchez-Corrionero A,De Gernier H,Cabrera J,Perez-Garcia P,Gude I,Saez A,Serrano-Ron L,Beeckman T,Benfey PN,Rodríguez-Patón A,Del Pozo JC,Wabnik K

    更新日期:2021-01-01 00:00:00

  • Multiplexed whole-animal imaging with reversibly switchable optoacoustic proteins.

    abstract::We introduce two photochromic proteins for cell-specific in vivo optoacoustic (OA) imaging with signal unmixing in the temporal domain. We show highly sensitive, multiplexed visualization of T lymphocytes, bacteria, and tumors in the mouse body and brain. We developed machine learning-based software for commercial ima...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aaz6293

    authors: Mishra K,Stankevych M,Fuenzalida-Werner JP,Grassmann S,Gujrati V,Huang Y,Klemm U,Buchholz VR,Ntziachristos V,Stiel AC

    更新日期:2020-06-12 00:00:00

  • Human endogenous retroviral protein triggers deficit in glutamate synapse maturation and behaviors associated with psychosis.

    abstract::Mobile genetic elements, such as human endogenous retroviruses (HERVs), produce proteins that regulate brain cell functions and synaptic transmission and have been implicated in the etiology of neurological and neurodevelopmental psychiatric disorders. However, the mechanisms by which these proteins of retroviral orig...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.abc0708

    authors: Johansson EM,Bouchet D,Tamouza R,Ellul P,Morr AS,Avignone E,Germi R,Leboyer M,Perron H,Groc L

    更新日期:2020-07-17 00:00:00

  • Structural and spectral dynamics of single-crystalline Ruddlesden-Popper phase halide perovskite blue light-emitting diodes.

    abstract::Achieving perovskite-based high-color purity blue-emitting light-emitting diodes (LEDs) is still challenging. Here, we report successful synthesis of a series of blue-emissive two-dimensional Ruddlesden-Popper phase single crystals and their high-color purity blue-emitting LED demonstrations. Although this approach su...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aay4045

    authors: Chen H,Lin J,Kang J,Kong Q,Lu D,Kang J,Lai M,Quan LN,Lin Z,Jin J,Wang LW,Toney MF,Yang P

    更新日期:2020-01-24 00:00:00

  • Topological transport of sound mediated by spin-redirection geometric phase.

    abstract::When a dynamic system undergoes a cyclic evolution, a geometric phase that depends only on the path traversed in parameter space can arise in addition to the normal dynamical phase. These geometric phases have profound impacts in both quantum and classical physics. In addition to the geometric phase associated with ba...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aaq1475

    authors: Wang S,Ma G,Chan CT

    更新日期:2018-02-16 00:00:00

  • Bioinspired phase-separated disordered nanostructures for thin photovoltaic absorbers.

    abstract::The wings of the black butterfly, Pachliopta aristolochiae, are covered by micro- and nanostructured scales that harvest sunlight over a wide spectral and angular range. Considering that these properties are particularly attractive for photovoltaic applications, we analyze the contribution of these micro- and nanostru...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1700232

    authors: Siddique RH,Donie YJ,Gomard G,Yalamanchili S,Merdzhanova T,Lemmer U,Hölscher H

    更新日期:2017-10-20 00:00:00

  • A Janus emitter for passive heat release from enclosures.

    abstract::Passive radiative cooling functions by reflecting the solar spectrum and emitting infrared waves in broadband or selectively. However, cooling enclosed spaces that trap heat by greenhouse effect remains a challenge. We present a Janus emitter (JET) consisting of an Ag-polydimethylsiloxane layer on micropatterned quart...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.abb1906

    authors: Heo SY,Lee GJ,Kim DH,Kim YJ,Ishii S,Kim MS,Seok TJ,Lee BJ,Lee H,Song YM

    更新日期:2020-09-04 00:00:00

  • Metainference: A Bayesian inference method for heterogeneous systems.

    abstract::Modeling a complex system is almost invariably a challenging task. The incorporation of experimental observations can be used to improve the quality of a model and thus to obtain better predictions about the behavior of the corresponding system. This approach, however, is affected by a variety of different errors, esp...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1501177

    authors: Bonomi M,Camilloni C,Cavalli A,Vendruscolo M

    更新日期:2016-01-22 00:00:00

  • Confinement-induced self-organization in growing bacterial colonies.

    abstract::We investigate the emergence of global alignment in colonies of dividing rod-shaped cells under confinement. Using molecular dynamics simulations and continuous modeling, we demonstrate that geometrical anisotropies in the confining environment give rise to an imbalance in the normal stresses, which, in turn, drives a...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.abc8685

    authors: You Z,Pearce DJG,Giomi L

    更新日期:2021-01-22 00:00:00

  • Triterpenoids manipulate a broad range of virus-host fusion via wrapping the HR2 domain prevalent in viral envelopes.

    abstract::A trimer-of-hairpins motif has been identified in triggering virus-cell fusion within a variety of viral envelopes. Chemically manipulating such a motif represents current repertoire of viral fusion inhibitors. Here, we report that triterpenoids, a class of natural products, antagonize this trimer-of-hairpins via its ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aau8408

    authors: Si L,Meng K,Tian Z,Sun J,Li H,Zhang Z,Soloveva V,Li H,Fu G,Xia Q,Xiao S,Zhang L,Zhou D

    更新日期:2018-11-21 00:00:00

  • Adaptive metalenses with simultaneous electrical control of focal length, astigmatism, and shift.

    abstract::Focal adjustment and zooming are universal features of cameras and advanced optical systems. Such tuning is usually performed longitudinally along the optical axis by mechanical or electrical control of focal length. However, the recent advent of ultrathin planar lenses based on metasurfaces (metalenses), which opens ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aap9957

    authors: She A,Zhang S,Shian S,Clarke DR,Capasso F

    更新日期:2018-02-23 00:00:00

  • Morphogenesis and mechanostabilization of complex natural and 3D printed shapes.

    abstract::The natural selection and the evolutionary optimization of complex shapes in nature are closely related to their functions. Mechanostabilization of shape of biological structure via morphogenesis has several beautiful examples. With the help of simple mechanics-based modeling and experiments, we show an important caus...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1400052

    authors: Tiwary CS,Kishore S,Sarkar S,Mahapatra DR,Ajayan PM,Chattopadhyay K

    更新日期:2015-05-15 00:00:00

  • Phosphorylation of human TRM9L integrates multiple stress-signaling pathways for tumor growth suppression.

    abstract::The human transfer RNA methyltransferase 9-like gene (TRM9L, also known as KIAA1456) encodes a negative regulator of tumor growth that is frequently silenced in many forms of cancer. While TRM9L can inhibit tumor cell growth in vivo, the molecular mechanisms underlying the tumor inhibition activity of TRM9L are unknow...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aas9184

    authors: Gu C,Ramos J,Begley U,Dedon PC,Fu D,Begley TJ

    更新日期:2018-07-11 00:00:00

  • Annexin-A1 SUMOylation regulates microglial polarization after cerebral ischemia by modulating IKKα stability via selective autophagy.

    abstract::Annexin-A1 (ANXA1) has recently been proposed to play a role in microglial activation after brain ischemia, but the underlying mechanism remains poorly understood. Here, we demonstrated that ANXA1 is modified by SUMOylation, and SUMOylated ANXA1 could promote the beneficial phenotype polarization of microglia. Mechani...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.abc5539

    authors: Li X,Xia Q,Mao M,Zhou H,Zheng L,Wang Y,Zeng Z,Yan L,Zhao Y,Shi J

    更新日期:2021-01-20 00:00:00

  • Hot carrier extraction in CH3NH3PbI3 unveiled by pump-push-probe spectroscopy.

    abstract::Halide perovskites are promising materials for development in hot carrier (HC) solar cells, where the excess energy of above-bandgap photons is harvested before being wasted as heat to enhance device efficiency. Presently, HC separation and transfer processes at higher-energy states remain poorly understood. Here, we ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aax3620

    authors: Lim SS,Giovanni D,Zhang Q,Solanki A,Jamaludin NF,Lim JWM,Mathews N,Mhaisalkar S,Pshenichnikov MS,Sum TC

    更新日期:2019-11-15 00:00:00

  • Citrullination-acetylation interplay guides E2F-1 activity during the inflammatory response.

    abstract::Peptidyl arginine deiminase 4 (PAD4) is a nuclear enzyme that converts arginine residues to citrulline. Although increasingly implicated in inflammatory disease and cancer, the mechanism of action of PAD4 and its functionally relevant pathways remains unclear. E2F transcription factors are a family of master regulator...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1501257

    authors: Ghari F,Quirke AM,Munro S,Kawalkowska J,Picaud S,McGouran J,Subramanian V,Muth A,Williams R,Kessler B,Thompson PR,Fillipakopoulos P,Knapp S,Venables PJ,La Thangue NB

    更新日期:2016-02-05 00:00:00

  • Characterizing smoking-induced transcriptional heterogeneity in the human bronchial epithelium at single-cell resolution.

    abstract::The human bronchial epithelium is composed of multiple distinct cell types that cooperate to defend against environmental insults. While studies have shown that smoking alters bronchial epithelial function and morphology, its precise effects on specific cell types and overall tissue composition are unclear. We used si...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aaw3413

    authors: Duclos GE,Teixeira VH,Autissier P,Gesthalter YB,Reinders-Luinge MA,Terrano R,Dumas YM,Liu G,Mazzilli SA,Brandsma CA,van den Berge M,Janes SM,Timens W,Lenburg ME,Spira A,Campbell JD,Beane J

    更新日期:2019-12-11 00:00:00

  • No high Tibetan Plateau until the Neogene.

    abstract::The Late Paleogene surface height and paleoenvironment for the core area of the Qinghai-Tibetan Plateau (QTP) remain critically unresolved. Here, we report the discovery of the youngest well-preserved fossil palm leaves from Tibet. They were recovered from the Late Paleogene (Chattian), ca. 25.5 ± 0.5 million years, p...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aav2189

    authors: Su T,Farnsworth A,Spicer RA,Huang J,Wu FX,Liu J,Li SF,Xing YW,Huang YJ,Deng WY,Tang H,Xu CL,Zhao F,Srivastava G,Valdes PJ,Deng T,Zhou ZK

    更新日期:2019-03-06 00:00:00

  • A pressure-induced topological phase with large Berry curvature in Pb1-x Sn x Te.

    abstract::The picture of how a gap closes in a semiconductor has been radically transformed by topological concepts. Instead of the gap closing and immediately reopening, topological arguments predict that, in the absence of inversion symmetry, a metallic phase protected by Weyl nodes persists over a finite interval of the tuni...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1602510

    authors: Liang T,Kushwaha S,Kim J,Gibson Q,Lin J,Kioussis N,Cava RJ,Ong NP

    更新日期:2017-05-31 00:00:00

  • Surface-induced flow: A natural microscopic engine using infrared energy as fuel.

    abstract::Fluid commonly flows in response to an external pressure gradient. However, when a tunnel-containing hydrogel is immersed in water, spontaneous flow occurs through the tunnel without any pressure gradient. We confirmed this flow in a wide range of plant- and animal-derived hydrogels. The flow appears to be driven by a...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aba0941

    authors: Li Z,Pollack GH

    更新日期:2020-05-08 00:00:00

  • Computational multiheterodyne spectroscopy.

    abstract::Dual-comb spectroscopy allows for high-resolution spectra to be measured over broad bandwidths, but an essential requirement for coherent integration is the availability of a phase reference. Usually, this means that the combs' phase and timing errors must be measured and either minimized by stabilization or removed b...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1601227

    authors: Burghoff D,Yang Y,Hu Q

    更新日期:2016-11-11 00:00:00

  • Integrated textile sensor patch for real-time and multiplex sweat analysis.

    abstract::Wearable sweat analysis devices for monitoring of multiple health-related biomarkers with high sensitivity are highly desired for noninvasive and real-time monitoring of human health. Here, we report a flexible sweat analysis patch based on a silk fabric-derived carbon textile for simultaneous detection of six health-...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aax0649

    authors: He W,Wang C,Wang H,Jian M,Lu W,Liang X,Zhang X,Yang F,Zhang Y

    更新日期:2019-11-08 00:00:00

  • A sperm peptide enhances long-term memory in female Drosophila.

    abstract::Can mating influence cognitive functions such as learning and memory in a permanent way? We have addressed this question using a combined behavioral and in vivo imaging approach, finding that aversive long-term memory performance strongly increases in Drosophila females in response to sperm transfer following mating. ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aax3432

    authors: Scheunemann L,Lampin-Saint-Amaux A,Schor J,Preat T

    更新日期:2019-11-20 00:00:00

  • Optimal information networks: Application for data-driven integrated health in populations.

    abstract::Development of composite indicators for integrated health in populations typically relies on a priori assumptions rather than model-free, data-driven evidence. Traditional variable selection processes tend not to consider relatedness and redundancy among variables, instead considering only individual correlations. In ...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.1701088

    authors: Servadio JL,Convertino M

    更新日期:2018-02-02 00:00:00

  • Increased fluxes of shelf-derived materials to the central Arctic Ocean.

    abstract::Rising temperatures in the Arctic Ocean region are responsible for changes such as reduced ice cover, permafrost thawing, and increased river discharge, which, together, alter nutrient and carbon cycles over the vast Arctic continental shelf. We show that the concentration of radium-228, sourced to seawater through se...

    journal_title:Science advances

    pub_type: 杂志文章

    doi:10.1126/sciadv.aao1302

    authors: Kipp LE,Charette MA,Moore WS,Henderson PB,Rigor IG

    更新日期:2018-01-03 00:00:00