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Four-dimensional surface motions of the Slumgullion landslide and quantification of hydrometeorological forcing 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Hu, Xie;  Buergmann, Roland;  Schulz, William H.;  Fielding, Eric J.
收藏  |  浏览/下载:6/0  |  提交时间:2020/06/09
Estimating US fossil fuel CO2 emissions from measurements of C-14 in atmospheric CO2 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (24) : 13300-13307
作者:  Basu, Sourish;  Lehman, Scott J.;  Miller, John B.;  Andrews, Arlyn E.;  Sweeney, Colm;  Gurney, Kevin R.;  Xu, Xiaomei;  Southon, John;  Tans, Pieter P.
收藏  |  浏览/下载:14/0  |  提交时间:2020/06/09
fossil fuel CO2  radiocarbon  atmospheric inverse modeling  
Patterns and trends of Northern Hemisphere snow mass from 1980 to 2018 期刊论文
NATURE, 2020, 581 (7808) : 294-+
作者:  Ibrahim, Nizar;  Maganuco, Simone;  Dal Sasso, Cristiano;  Fabbri, Matteo;  Auditore, Marco;  Bindellini, Gabriele;  Martill, David M.;  Zouhri, Samir;  Mattarelli, Diego A.;  Unwin, David M.;  Wiemann, Jasmina;  Bonadonna, Davide;  Amane, Ayoub;  Jakubczak, Juliana;  Joger, Ulrich;  Lauder, George V.;  Pierce, Stephanie E.
收藏  |  浏览/下载:18/0  |  提交时间:2020/05/25

Warming surface temperatures have driven a substantial reduction in the extent and duration of Northern Hemisphere snow cover(1-3). These changes in snow cover affect Earth'  s climate system via the surface energy budget, and influence freshwater resources across a large proportion of the Northern Hemisphere(4-6). In contrast to snow extent, reliable quantitative knowledge on seasonal snow mass and its trend is lacking(7-9). Here we use the new GlobSnow 3.0 dataset to show that the 1980-2018 annual maximum snow mass in the Northern Hemisphere was, on average, 3,062 +/- 35 billion tonnes (gigatonnes). Our quantification is for March (the month that most closely corresponds to peak snow mass), covers non-alpine regions above 40 degrees N and, crucially, includes a bias correction based on in-field snow observations. We compare our GlobSnow 3.0 estimates with three independent estimates of snow mass, each with and without the bias correction. Across the four datasets, the bias correction decreased the range from 2,433-3,380 gigatonnes (mean 2,867) to 2,846-3,062 gigatonnes (mean 2,938)-a reduction in uncertainty from 33% to 7.4%. On the basis of our bias-corrected GlobSnow 3.0 estimates, we find different continental trends over the 39-year satellite record. For example, snow mass decreased by 46 gigatonnes per decade across North America but had a negligible trend across Eurasia  both continents exhibit high regional variability. Our results enable a better estimation of the role of seasonal snow mass in Earth'  s energy, water and carbon budgets.


Applying a bias correction to a state-of-the-art dataset covering non-alpine regions of the Northern Hemisphere and to three other datasets yields a more constrained quantification of snow mass in March from 1980 to 2018.


  
Physics-Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Tartakovsky, A. M.;  Marrero, C. Ortiz;  Perdikaris, Paris;  Tartakovsky, G. D.;  Barajas-Solano, D.
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
deep neural networks  physics-informed machine learning  parameter estimation  learning constitutive relationships  unsaturated flow  MAP  
The proteome landscape of the kingdoms of life 期刊论文
NATURE, 2020
作者:  Arzi, Anat;  Rozenkrantz, Liron;  Gorodisky, Lior;  Rozenkrantz, Danit;  Holtzman, Yael;  Ravia, Aharon;  Bekinschtein, Tristan A.;  Galperin, Tatyana;  Krimchansky, Ben-Zion;  Cohen, Gal;  Oksamitni, Anna;  Aidinoff, Elena;  Sacher, Yaron;  Sobel, Noam
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/03

Proteins carry out the vast majority of functions in all biological domains, but for technological reasons their large-scale investigation has lagged behind the study of genomes. Since the first essentially complete eukaryotic proteome was reported(1), advances in mass-spectrometry-based proteomics(2)have enabled increasingly comprehensive identification and quantification of the human proteome(3-6). However, there have been few comparisons across species(7,8), in stark contrast with genomics initiatives(9). Here we use an advanced proteomics workflow-in which the peptide separation step is performed by a microstructured and extremely reproducible chromatographic system-for the in-depth study of 100 taxonomically diverse organisms. With two million peptide and 340,000 stringent protein identifications obtained in a standardized manner, we double the number of proteins with solid experimental evidence known to the scientific community. The data also provide a large-scale case study for sequence-based machine learning, as we demonstrate by experimentally confirming the predicted properties of peptides fromBacteroides uniformis. Our results offer a comparative view of the functional organization of organisms across the entire evolutionary range. A remarkably high fraction of the total proteome mass in all kingdoms is dedicated to protein homeostasis and folding, highlighting the biological challenge of maintaining protein structure in all branches of life. Likewise, a universally high fraction is involved in supplying energy resources, although these pathways range from photosynthesis through iron sulfur metabolism to carbohydrate metabolism. Generally, however, proteins and proteomes are remarkably diverse between organisms, and they can readily be explored and functionally compared at www.proteomesoflife.org.


  
Subcore Scale Fluid Flow Behavior in a Sandstone With Cataclastic Deformation Bands 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Romano, Carla R.;  Zahasky, Christopher;  Garing, Charlotte;  Minto, James M.;  Benson, Sally M.;  Shipton, Zoe K.;  Lunn, Rebecca J.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
deformation bands  multiphase fluid flow  capillary heterogeneity  X-ray computed tomography  positron emission tomography  
Illuminating water cycle modifications and Earth system resilience in the Anthropocene 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Gleeson, Tom;  Wang-Erlandsson, Lan;  Porkka, Miina;  Zipper, Samuel C.;  Jaramillo, Fernando;  Gerten, Dieter;  Fetzer, Ingo;  Cornell, Sarah E.;  Piemontese, Luigi;  Gordon, Line J.;  Rockstroem, Johan;  Oki, Taikan;  Sivapalan, Murugesu;  Wada, Yoshihide;  Brauman, Kate A.;  Floerke, Martina;  Bierkens, Marc F. P.;  Lehner, Bernhard;  Keys, Patrick;  Kummu, Matti;  Wagener, Thorsten;  Dadson, Simon;  Troy, Tara J.;  Steffen, Will;  Falkenmark, Malin;  Famiglietti, James S.
收藏  |  浏览/下载:22/0  |  提交时间:2020/07/02
water cycle  Anthropocene  global hydrology  planetary boundary  
Quantification of disaster impacts through household well-being losses 期刊论文
NATURE SUSTAINABILITY, 2020, 3 (7) : 538-547
作者:  Markhvida, Maryia;  Walsh, Brian;  Hallegatte, Stephane;  Baker, Jack
收藏  |  浏览/下载:17/0  |  提交时间:2020/05/13
Algal photophysiology drives darkening and melt of the Greenland Ice Sheet 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (11) : 5694-5705
作者:  Williamson, Christopher J.;  Cook, Joseph;  Tedstone, Andrew;  Yallop, Marian;  McCutcheon, Jenine;  Poniecka, Ewa;  Campbell, Douglas;  Irvine-Fynn, Tristram;  McQuaid, James;  Tranter, Martyn;  Perkins, Rupert;  Anesio, Alexandre
收藏  |  浏览/下载:6/0  |  提交时间:2020/05/13
Greenland Ice Sheet  glacier algae  photophysiology  melt  cryosphere  
A Novel Modeling Framework for Computationally Efficient and Accurate Real-Time Ensemble Flood Forecasting With Uncertainty Quantification 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Vinh Ngoc Tran;  Dwelle, M. Chase;  Sargsyan, Khachik;  Ivanov, Valeriy Y.;  Kim, Jongho
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02