GSTDTAP

浏览/检索结果: 共117条,第1-10条 帮助

限定条件    
已选(0)清除 条数/页:   排序方式:
Machine learning based estimation of land productivity in the contiguous US using biophysical predictors 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Yang, Pan;  Zhao, Qiankun;  Cai, Ximing
收藏  |  浏览/下载:12/0  |  提交时间:2020/08/18
land productivity  marginal land  land use  machine learning  
A perspective on changes across the US Corn Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Hunt, Eric D.;  Birge, Hannah E.;  Laingen, Christopher;  Licht, Mark A.;  McMechan, Justin;  Baule, William;  Connor, Tom
收藏  |  浏览/下载:8/0  |  提交时间:2020/08/18
corn yield  trends  corn production  
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Kang, Yanghui;  Ozdogan, Mutlu;  Zhu, Xiaojin;  Ye, Zhiwei;  Hain, Christopher;  Anderson, Martha
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/02
crop yields  climate impact  machine learning  deep learning  data-driven  
The evolutionary behavior of chromophoric brown carbon during ozone aging of fine particles from biomass burning 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (8) : 4593-4605
作者:  Fan, Xingjun;  39;an
收藏  |  浏览/下载:4/0  |  提交时间:2020/05/13
Quantifying the Impact of Excess Moisture From Transpiration From Crops on an Extreme Heat Wave Event in the Midwestern US: A Top-Down Constraint From Moderate Resolution Imaging Spectroradiometer Water Vapor Retrieval 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (7)
作者:  Souri, Amir H.;  Wang, Huiqun;  Abad, Gonzalo Gonzalez;  Liu, Xiong;  Chance, Kelly
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
transpiration  water vapor  heat wave  corn sweat  extreme event  anthropogenic activity  
A global perspective on sustainable intensification research 期刊论文
NATURE SUSTAINABILITY, 2020, 3 (4) : 262-268
作者:  Cassman, Kenneth G.;  Grassini, Patricio
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/13
Terrestrial Evaporation and Moisture Drainage in a Warmer Climate 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (5)
作者:  Gianotti, Daniel J. Short;  Akbar, Ruzbeh;  Feldman, Andrew F.;  Salvucci, Guido D.;  Enthekabi, Dara
收藏  |  浏览/下载:13/0  |  提交时间:2020/07/02
DeepCropNet: a deep spatial-temporal learning framework for county-level corn yield estimation 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Lin, Tao;  Zhong, Renhai;  Wang, Yudi;  Xu, Jinfan;  Jiang, Hao;  Xu, Jialu;  Ying, Yibin;  Rodriguez, Luis;  Ting, K. C.;  Li, Haifeng
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
yield estimation  corn  LSTM  attention mechanism  multi-task learning  deep learning  
Radiance-based NIRv as a proxy for GPP of corn and soybean 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Wu, Genghong;  Guan, Kaiyu;  Jiang, Chongya;  Peng, Bin;  Kimm, Hyungsuk;  Chen, Min;  Yang, Xi;  Wang, Sheng;  Suyker, Andrew E.;  Bernacchi, Carl J.;  Moore, Caitlin E.;  Zeng, Yelu;  Berry, Joseph A.;  Pilar Cendrero-Mateo, M.
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/02
photosynthesis  gross primary production  NIRv  near-infrared radiance of vegetation  
Dietary fructose feeds hepatic lipogenesis via microbiota-derived acetate 期刊论文
NATURE, 2020, 579 (7800) : 586-+
作者:  Ng, Andrew H.;  Nguyen, Taylor H.;  Gomez-Schiavon, Mariana;  Dods, Galen;  Langan, Robert A.;  Boyken, Scott E.;  Samson, Jennifer A.;  Waldburger, Lucas M.;  Dueber, John E.;  Baker, David;  El-Samad, Hana
收藏  |  浏览/下载:29/0  |  提交时间:2020/07/03

A genetic mouse model is used to reveal a two-pronged mechanism of fructose-induced de novo lipogenesis in the liver, in which fructose catabolism in hepatocytes provides a signal to promote lipogenesis, whereas fructose metabolism by the gut microbiota provides acetate as a substrate to feed lipogenesis.


Consumption of fructose has risen markedly in recent decades owing to the use of sucrose and high-fructose corn syrup in beverages and processed foods(1), and this has contributed to increasing rates of obesity and non-alcoholic fatty liver disease(2-4). Fructose intake triggers de novo lipogenesis in the liver(4-6), in which carbon precursors of acetyl-CoA are converted into fatty acids. The ATP citrate lyase (ACLY) enzyme cleaves cytosolic citrate to generate acetyl-CoA, and is upregulated after consumption of carbohydrates(7). Clinical trials are currently pursuing the inhibition of ACLY as a treatment for metabolic diseases(8). However, the route from dietary fructose to hepatic acetyl-CoA and lipids remains unknown. Here, using in vivo isotope tracing, we show that liver-specific deletion of Acly in mice is unable to suppress fructose-induced lipogenesis. Dietary fructose is converted to acetate by the gut microbiota(9), and this supplies lipogenic acetyl-CoA independently of ACLY(10). Depletion of the microbiota or silencing of hepatic ACSS2, which generates acetyl-CoA from acetate, potently suppresses the conversion of bolus fructose into hepatic acetyl-CoA and fatty acids. When fructose is consumed more gradually to facilitate its absorption in the small intestine, both citrate cleavage in hepatocytes and microorganism-derived acetate contribute to lipogenesis. By contrast, the lipogenic transcriptional program is activated in response to fructose in a manner that is independent of acetyl-CoA metabolism. These data reveal a two-pronged mechanism that regulates hepatic lipogenesis, in which fructolysis within hepatocytes provides a signal to promote the expression of lipogenic genes, and the generation of microbial acetate feeds lipogenic pools of acetyl-CoA.