GSTDTAP

浏览/检索结果: 共71条,第1-10条 帮助

限定条件            
已选(0)清除 条数/页:   排序方式:
The emergent interactions that govern biodiversity change 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (29) : 17074-17083
作者:  Clark, James S.;  Scher, C. Lane;  Swift, Margaret
收藏  |  浏览/下载:21/0  |  提交时间:2020/07/09
food web dynamics  species interactions  GJAM  climate change  
Stable machine-learning parameterization of subgrid processes for climate modeling at a range of resolutions 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Yuval, Janni;  39;Gorman, Paul A.
收藏  |  浏览/下载:4/0  |  提交时间:2020/07/06
Deep rotating convection generates the polar hexagon on Saturn 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (25) : 13991-13996
作者:  Yadav, Rakesh K.;  Bloxham, Jeremy
收藏  |  浏览/下载:5/0  |  提交时间:2020/06/16
planetary atmospheres  rotating convection  turbulence  
Artificial intelligence reconstructs missing climate information 期刊论文
NATURE GEOSCIENCE, 2020, 13 (6) : 408-+
作者:  Kadow, Christopher;  Hall, David Matthew;  Ulbrich, Uwe
收藏  |  浏览/下载:5/0  |  提交时间:2020/06/09
International evaluation of an AI system for breast cancer screening 期刊论文
NATURE, 2020, 577 (7788) : 89-+
作者:  McKinney, Scott Mayer;  Sieniek, Marcin;  Godbole, Varun;  Godwin, Jonathan;  Antropova, Natasha;  Ashrafian, Hutan;  Back, Trevor;  Chesus, Mary;  Corrado, Greg C.;  Darzi, Ara;  Etemadi, Mozziyar;  Garcia-Vicente, Florencia;  Gilbert, Fiona J.;  Halling-Brown, Mark;  Hassabis, Demis;  Jansen, Sunny;  Karthikesalingam, Alan;  Kelly, Christopher J.;  King, Dominic;  Ledsam, Joseph R.;  Melnick, David;  Mostofi, Hormuz;  Peng, Lily;  Reicher, Joshua Jay;  Romera-Paredes, Bernardino;  Sidebottom, Richard;  Suleyman, Mustafa;  Tse, Daniel;  Young, Kenneth C.;  De Fauw, Jeffrey;  Shetty, Shravya
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/03

Screening mammography aims to identify breast cancer at earlier stages of the disease, when treatment can be more successful(1). Despite the existence of screening programmes worldwide, the interpretation of mammograms is affected by high rates of false positives and false negatives(2). Here we present an artificial intelligence (AI) system that is capable of surpassing human experts in breast cancer prediction. To assess its performance in the clinical setting, we curated a large representative dataset from the UK and a large enriched dataset from the USA. We show an absolute reduction of 5.7% and 1.2% (USA and UK) in false positives and 9.4% and 2.7% in false negatives. We provide evidence of the ability of the system to generalize from the UK to the USA. In an independent study of six radiologists, the AI system outperformed all of the human readers: the area under the receiver operating characteristic curve (AUC-ROC) for the AI system was greater than the AUC-ROC for the average radiologist by an absolute margin of 11.5%. We ran a simulation in which the AI system participated in the double-reading process that is used in the UK, and found that the AI system maintained non-inferior performance and reduced the workload of the second reader by 88%. This robust assessment of the AI system paves the way for clinical trials to improve the accuracy and efficiency of breast cancer screening.


  
Mutualist and pathogen traits interact to affect plant community structure in a spatially explicit model 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Schroeder, John W.;  Dobson, Andrew;  Mangan, Scott A.;  Petticord, Daniel F.;  Herre, Edward Allen
收藏  |  浏览/下载:9/0  |  提交时间:2020/05/13
Detected climatic change in global distribution of tropical cyclones 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (20) : 10706-10714
作者:  Murakami, Hiroyuki;  Delworth, Thomas L.;  Cooke, William F.;  Zhao, Ming;  Xiang, Baoqiang;  Hsu, Pang-Chi
收藏  |  浏览/下载:6/0  |  提交时间:2020/05/13
tropical cyclones  detection and attribution  large-ensemble simulations  climate change  spatial pattern  
Fast response of cold ice-rich permafrost in northeast Siberia to a warming climate 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Nitzbon, Jan;  Westermann, Sebastian;  Langer, Moritz;  Martin, Leo C. P.;  Strauss, Jens;  Laboor, Sebastian;  BOike, Julia
收藏  |  浏览/下载:12/0  |  提交时间:2020/05/13
Local conditions and policy design determine whether ecological compensation can achieve No Net Loss goals 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Sonter, Laura J.;  Simmonds, Jeremy S.;  Watson, James E. M.;  Jones, Julia P. G.;  Kiesecker, Joseph M.;  Costa, Hugo M.;  Bennun, Leon;  Edwards, Stephen;  Grantham, Hedley S.;  Griffiths, Victoria F.;  Jones, Kendall;  Sochi, Kei;  Puydarrieux, Philippe;  Quetier, Fabien;  Rainer, Helga;  Rainey, Hugo;  Roe, Dilys;  Satar, Musnanda;  Soares-Filho, Britaldo S.;  Starkey, Malcolm;  ten Kate, Kerry;  Victurine, Ray;  von Hase, Amrei;  Wells, Jessie A.;  Maron, Martine
收藏  |  浏览/下载:17/0  |  提交时间:2020/05/13
Temperate rainforests near the South Pole during peak Cretaceous warmth 期刊论文
NATURE, 2020, 580 (7801) : 81-+
作者:  Johann P. Klages;  Ulrich Salzmann;  Torsten Bickert;  Claus-Dieter Hillenbrand;  Karsten Gohl;  Gerhard Kuhn;  Steven M. Bohaty;  ;  rgen Titschack;  Juliane Mü;  ller;  Thomas Frederichs;  Thorsten Bauersachs;  Werner Ehrmann;  Tina van de Flierdt;  Patric Simõ;  es Pereira;  Robert D. Larter;  Gerrit Lohmann;  Igor Niezgodzki;  Gabriele Uenzelmann-Neben;  Maximilian Zundel;  Cornelia Spiegel;  Chris Mark;  David Chew;  Jane E. Francis;  Gernot Nehrke;  Florian Schwarz;  James A. Smith;  Tim Freudenthal;  Oliver Esper;  Heiko Pä;  like;  Thomas A. Ronge;  Ricarda Dziadek
收藏  |  浏览/下载:12/0  |  提交时间:2020/05/13

The mid-Cretaceous period was one of the warmest intervals of the past 140 million years(1-5), driven by atmospheric carbon dioxide levels of around 1,000 parts per million by volume(6). In the near absence of proximal geological records from south of the Antarctic Circle, it is disputed whether polar ice could exist under such environmental conditions. Here we use a sedimentary sequence recovered from the West Antarctic shelf-the southernmost Cretaceous record reported so far-and show that a temperate lowland rainforest environment existed at a palaeolatitude of about 82 degrees S during the Turonian-Santonian age (92 to 83 million years ago). This record contains an intact 3-metre-long network of in situ fossil roots embedded in a mudstone matrix containing diverse pollen and spores. A climate model simulation shows that the reconstructed temperate climate at this high latitude requires a combination of both atmospheric carbon dioxide concentrations of 1,120-1,680 parts per million by volume and a vegetated land surface without major Antarctic glaciation, highlighting the important cooling effect exerted by ice albedo under high levels of atmospheric carbon dioxide.