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Fasting season length sets temporal limits for global polar bear persistence 期刊论文
NATURE CLIMATE CHANGE, 2020
作者:  Molnar, Peter K.;  Bitz, Cecilia M.;  Holland, Marika M.;  Kay, Jennifer E.;  Penk, Stephanie R.;  Amstrup, Steven C.
收藏  |  浏览/下载:19/0  |  提交时间:2020/08/09
Solar-trackable super-wicking black metal panel for photothermal water sanitation 期刊论文
NATURE SUSTAINABILITY, 2020
作者:  Singh, Subhash C.;  ElKabbash, Mohamed;  Li, Zilong;  Li, Xiaohan;  Regmi, Bhabesh;  Madsen, Matthew;  Jalil, Sohail A.;  Zhan, Zhibing;  Zhang, Jihua;  Guo, Chunlei
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/21
Biological rhythms in the deep-sea hydrothermal mussel Bathymodiolus azoricus 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Mat, Audrey M.;  Sarrazin, Jozee;  Markov, Gabriel, V;  Apremont, Vincent;  Dubreuil, Christine;  Eche, Camille;  Fabioux, Caroline;  Klopp, Christophe;  Sarradin, Pierre-Marie;  Tanguy, Arnaud;  Huvet, Arnaud;  Matabos, Marjolaine
收藏  |  浏览/下载:16/0  |  提交时间:2020/07/14
Potential for large-scale CO2 removal via enhanced rock weathering with croplands 期刊论文
NATURE, 2020, 583 (7815) : 242-+
作者:  David J. Beerling;  Euripides P. Kantzas;  Mark R. Lomas;  Peter Wade;  Rafael M. Eufrasio;  Phil Renforth;  Binoy Sarkar;  M. Grace Andrews;  Rachael H. James;  Christopher R. Pearce;  Jean-Francois Mercure;  Hector Pollitt;  Philip B. Holden;  Neil R. Edwards;  Madhu Khanna;  Lenny Koh;  Shaun Quegan;  Nick F. Pidgeon;  Ivan A. Janssens;  James Hansen;  Steven A. Banwart
收藏  |  浏览/下载:18/0  |  提交时间:2020/07/14

Enhanced silicate rock weathering (ERW), deployable with croplands, has potential use for atmospheric carbon dioxide (CO2) removal (CDR), which is now necessary to mitigate anthropogenic climate change(1). ERW also has possible co-benefits for improved food and soil security, and reduced ocean acidification(2-4). Here we use an integrated performance modelling approach to make an initial techno-economic assessment for 2050, quantifying how CDR potential and costs vary among nations in relation to business-as-usual energy policies and policies consistent with limiting future warming to 2 degrees Celsius(5). China, India, the USA and Brazil have great potential to help achieve average global CDR goals of 0.5 to 2gigatonnes of carbon dioxide (CO2) per year with extraction costs of approximately US$80-180 per tonne of CO2. These goals and costs are robust, regardless of future energy policies. Deployment within existing croplands offers opportunities to align agriculture and climate policy. However, success will depend upon overcoming political and social inertia to develop regulatory and incentive frameworks. We discuss the challenges and opportunities of ERW deployment, including the potential for excess industrial silicate materials (basalt mine overburden, concrete, and iron and steel slag) to obviate the need for new mining, as well as uncertainties in soil weathering rates and land-ocean transfer of weathered products.


  
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
A multifunctional assessment of integrated and ecological farming in olive agroecosystems in southwestern Spain using the Analytic Hierarchy Process 期刊论文
ECOLOGICAL ECONOMICS, 2020, 173
作者:  Rodriguez Sousa, A. A.;  Parra-Lopez, C.;  Sayadi-Gmada, S.;  Barandica, J. M.;  Rescia, A. J.
收藏  |  浏览/下载:16/0  |  提交时间:2020/08/18
Agricultural supply  Farm income  Hierarchical analysis  Management practices  Olive-growing sector  Social demand  
An assessment of community-based adaptation initiatives in the Pacific Islands 期刊论文
NATURE CLIMATE CHANGE, 2020, 10 (7) : 628-+
作者:  McNamara, Karen E.;  Clissold, Rachel;  Westoby, Ross;  Piggott-McKellar, Annah E.;  Kumar, Roselyn;  Clarke, Tahlia;  Namoumou, Frances;  Areki, Francis;  Joseph, Eugene;  Warrick, Olivia;  Nunn, Patrick D.
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/06
Increased melting level height impacts surface precipitation phase and intensity 期刊论文
NATURE CLIMATE CHANGE, 2020
作者:  Prein, Andreas F.;  Heymsfield, Andrew J.
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/06
Global reduction of solar power generation efficiency due to aerosols and panel soiling 期刊论文
NATURE SUSTAINABILITY, 2020
作者:  Li, Xiaoyuan;  Mauzerall, Denise L.;  Bergin, Mike H.
收藏  |  浏览/下载:7/0  |  提交时间:2020/06/29
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.