Communications Earth & Environment最新文献

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Deep terrestrial indigenous microbial community dominated by Candidatus Frackibacter
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-29 DOI: 10.1038/s43247-024-01966-8
Sian E. Ford, Greg F. Slater, Katja Engel, Oliver Warr, Garnet S. Lollar, Allyson Brady, Josh D. Neufeld, Barbara Sherwood Lollar
{"title":"Deep terrestrial indigenous microbial community dominated by Candidatus Frackibacter","authors":"Sian E. Ford, Greg F. Slater, Katja Engel, Oliver Warr, Garnet S. Lollar, Allyson Brady, Josh D. Neufeld, Barbara Sherwood Lollar","doi":"10.1038/s43247-024-01966-8","DOIUrl":"10.1038/s43247-024-01966-8","url":null,"abstract":"Characterizing deep subsurface microbial communities informs our understanding of Earth’s biogeochemistry as well as the search for life beyond the Earth. Here we characterized microbial communities within the Kidd Creek Observatory subsurface fracture water system with mean residence times of hundreds of millions to over one billion years. 16S rRNA analysis revealed that biosamplers well isolated from the mine environment were dominated by a putatively anaerobic and halophilic bacterial species from the Halobacteroidaceae family, Candidatus Frackibacter. Contrastingly, biosamplers and biofilms exposed to the mine environment contained aerobic Sphingomonas taxa. δ13C values of phospholipid fatty acids and putative functional predictions derived from 16S rRNA gene profiles, imply Candidatus Frackibacter may use carbon derived from ancient carbon-rich layers common in these systems. These results indicate that Candidatus Frackibacter is not unique to hydraulically fracked sedimentary basins but rather may be indigenous to a wide range of deep, saline groundwaters hosted in carbon-rich rocks. Borehole fluids retrieved from the 2.4 km deep Kidd Creek Subsurface Observatory in Canada contain an indigenous microbial community dominated by Candidatus Frackibacter and represents an uncontaminated sample of the deep subsurface microbiome.","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-15"},"PeriodicalIF":8.1,"publicationDate":"2024-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01966-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Dutch Apollo 11 Goodwill display contains genuine Moon rocks
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-28 DOI: 10.1038/s43247-024-01961-z
Thomas André Claude Zillhardt, Wim van Westrenen, Marianne Nuij, Ryan Warr, Zixian Su, Timothy Burnett
{"title":"The Dutch Apollo 11 Goodwill display contains genuine Moon rocks","authors":"Thomas André Claude Zillhardt, Wim van Westrenen, Marianne Nuij, Ryan Warr, Zixian Su, Timothy Burnett","doi":"10.1038/s43247-024-01961-z","DOIUrl":"10.1038/s43247-024-01961-z","url":null,"abstract":"In the 1970s, US President Richard Nixon offered moon samples returned by the Apollo 11 and Apollo 17 missions to the leaders of the nations of the World. In this study, we used a combination of advanced X-ray analysis methods, including microtomography, tomosynthesis and hyperspectral chemical mapping to carry out a non-destructive forensic investigation of the Dutch Apollo 11 Goodwill sample, normally on display at the Boerhaave museum in the Netherlands. These powerful methods were uniquely able to non-destructively interrogate the samples encased in plastic without contact, providing 3D images of sample textures and compositional analysis, to assess whether the results agree with archive data on Apollo 11 coarse-grained soil sample number 10085, and to provide new insights on their origins. Our forensic investigation asked the question: were the rocks in the Dutch display actually picked up on the surface of the moon by Neil Armstrong and Buzz Aldrin? X-ray and hyperspectral analysis confirms that the lunar samples gifted by the USA to the Netherlands after the Apollo 11 landings are genuine and demonstrates the feasibility of non-destructive examination of precious or unique collection items","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-9"},"PeriodicalIF":8.1,"publicationDate":"2024-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01961-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Land-to-sea indicators of the Zanclean megaflood
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-28 DOI: 10.1038/s43247-024-01972-w
Aaron Micallef, Giovanni Barreca, Christian Hübscher, Angelo Camerlenghi, Paul Carling, Jose Maria Abril Hernandez, Raúl Periáñez, Daniel Garcia-Castellanos, Jonathan Ford, Benedikt Haimerl, Matthias Hartge, Jonas Preine, Antonio Caruso
{"title":"Land-to-sea indicators of the Zanclean megaflood","authors":"Aaron Micallef, Giovanni Barreca, Christian Hübscher, Angelo Camerlenghi, Paul Carling, Jose Maria Abril Hernandez, Raúl Periáñez, Daniel Garcia-Castellanos, Jonathan Ford, Benedikt Haimerl, Matthias Hartge, Jonas Preine, Antonio Caruso","doi":"10.1038/s43247-024-01972-w","DOIUrl":"10.1038/s43247-024-01972-w","url":null,"abstract":"One debated scenario for the termination of the Messinian salinity crisis 5.33 million years ago is cataclysmic refilling of the Mediterranean Sea through the Zanclean megaflood. Here we present a clear line of onshore-to-offshore evidence for this megaflood spilling over a shallow-water marine corridor in south-east Sicily into the nearby subaqueous Noto Canyon: (i) >300 asymmetric and streamlined erosional ridges aligned with the megaflood direction, (ii) poorly-sorted breccia deposited between the Messinian and Lower Zanclean Trubi Formations, (iii) soft-sediment deformation structures and clastic injections in the breccia and underlying units, and (iv) a 20 kilometre wide erosional shelf channel connecting the ridges with Noto Canyon. Numerical modelling results support the modulation of flow velocity and direction by the excavation of the channel and Noto Canyon. Our findings demonstrate that the Messinian salinity crisis was terminated through a cataclysmic flood, which implies pronounced Mediterranean sea-level drawdown prior to the flooding. The Zanclean megaflood poured water from the western to the eastern Mediterranean basin through a shallow marine corridor in south-eastern Sicily, ending the isolation of the Mediterranean Sea from the global oceans about 5.3 million years ago, according to onshore-offshore geological data from southern Sicily and numerical modelling.","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-11"},"PeriodicalIF":8.1,"publicationDate":"2024-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01972-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adding labile carbon to peatland soils triggers deep carbon breakdown
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-27 DOI: 10.1038/s43247-024-01954-y
Sumudu Rajakaruna, Ghiwa Makke, Nathalia Graf Grachet, Christian Ayala-Ortiz, John Bouranis, David W. Hoyt, Jason Toyoda, Elizabeth H. Denis, James J. Moran, Tianze Song, Xiaoxu Sun, Elizabeth K. Eder, Allison R. Wong, Rosalie Chu, Heino Heyman, Max Kolton, Jeffrey P. Chanton, Rachel M. Wilson, Joel Kostka, Malak M. Tfaily
{"title":"Adding labile carbon to peatland soils triggers deep carbon breakdown","authors":"Sumudu Rajakaruna, Ghiwa Makke, Nathalia Graf Grachet, Christian Ayala-Ortiz, John Bouranis, David W. Hoyt, Jason Toyoda, Elizabeth H. Denis, James J. Moran, Tianze Song, Xiaoxu Sun, Elizabeth K. Eder, Allison R. Wong, Rosalie Chu, Heino Heyman, Max Kolton, Jeffrey P. Chanton, Rachel M. Wilson, Joel Kostka, Malak M. Tfaily","doi":"10.1038/s43247-024-01954-y","DOIUrl":"10.1038/s43247-024-01954-y","url":null,"abstract":"Peatlands store vast amounts of carbon, with deep peat carbon remaining stable due to limited thermodynamic energy and transport. However, climate change-induced increases in labile carbon inputs could destabilize these stores. Here, we combined DNA stable isotope probing with stable isotope-assisted metabolomics employing a multi-platform approach to investigate microbial dynamics driving deep peat carbon degradation upon labile carbon (e.g., glucose) amendment. Our findings highlight the vulnerability of deep peat carbon, as glucose addition triggers the breakdown of older organic matter. By uniquely integrating these techniques, we identified active glucose metabolizers to specific microbial populations and mapped carbon flow through microbial networks, elucidating their role in priming recalcitrant carbon mineralization. This multi-omics approach offers crucial insights into how changing resources reshape the peatland microbiome, enhancing our understanding of deep carbon processing, and refining model parameterization to predict microbial responses and carbon cycle feedbacks under global change pressures. Glucose addition to peatland soils promotes decomposition of older buried carbon through enhanced microbial activity, according to DNA analysis and isotope labelling of peatland soil.","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-14"},"PeriodicalIF":8.1,"publicationDate":"2024-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01954-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent ice melt above a mantle plume track is accelerating the uplift of Southeast Greenland
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-26 DOI: 10.1038/s43247-024-01968-6
Maaike F. M. Weerdesteijn, Clinton P. Conrad
{"title":"Recent ice melt above a mantle plume track is accelerating the uplift of Southeast Greenland","authors":"Maaike F. M. Weerdesteijn, Clinton P. Conrad","doi":"10.1038/s43247-024-01968-6","DOIUrl":"10.1038/s43247-024-01968-6","url":null,"abstract":"Around the periphery of the Greenland ice sheet, satellite-based observations of ground uplift record Earth’s response to past and recent unloading of Greenland’s ice mass. On the southeast coast, near the Kangerlussuaq glacier, rapid uplift exceeding 12 mm/yr cannot be explained using current layered Earth deformation models. Here we find that 3D models with a weakened Earth structure, consistent with the passage of Greenland over the Iceland plume, can explain the rapid uplift of Southeast Greenland. This uplift is dominated by a viscous response that is accelerated by the low viscosities of the hot plume track. Recent mass loss, occurring during the last millennium and especially within the past few decades, drives most of the uplift. Holocene indicators recorded similarly rapid uplift following deglaciation that ended the last ice age. Such rapid uplift, occurring beneath marine terminating glaciers, can affect the future stability of entire ice catchment areas and will become increasingly important in the near future as deglaciation accelerates. Unusually rapid uplift of Southeast Greenland is explained as a viscous response to recent deglaciation occurring above mantle weakened by the Iceland plume, according to 3D modelling with a hot plume track that crosses Greenland’s southeast coast.","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-15"},"PeriodicalIF":8.1,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01968-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ambiguity of quasicrystalline and cubic approximant symmetry in Kikuchi diffraction patterns
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-26 DOI: 10.1038/s43247-024-01941-3
Grzegorz Cios, Aimo Winkelmann, Tomasz Tokarski, Piotr Bała
{"title":"Ambiguity of quasicrystalline and cubic approximant symmetry in Kikuchi diffraction patterns","authors":"Grzegorz Cios, Aimo Winkelmann, Tomasz Tokarski, Piotr Bała","doi":"10.1038/s43247-024-01941-3","DOIUrl":"10.1038/s43247-024-01941-3","url":null,"abstract":"","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-3"},"PeriodicalIF":8.1,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01941-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Author Correction: Expert elicitation of state shifts and divergent sensitivities to climate warming across northern ecosystems
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-26 DOI: 10.1038/s43247-024-01938-y
Émilie Saulnier-Talbot, Éliane Duchesne, Dermot Antoniades, Dominique Arseneault, Christine Barnard, Dominique Berteaux, Najat Bhiry, Frédéric Bouchard, Stéphane Boudreau, Kevin Cazelles, Jérôme Comte, Madeleine-Zoé Corbeil-Robitaille, Steeve D. Côté, Raoul-Marie Couture, Guillaume de Lafontaine, Florent Domine, Dominique Fauteux, Daniel Fortier, Michelle Garneau, Gilles Gauthier, Dominique Gravel, Isabelle Laurion, Martin Lavoie, Nicolas Lecomte, Pierre Legagneux, Esther Lévesque, Marie-José Naud, Michel Paquette, Serge Payette, Reinhard Pienitz, Milla Rautio, Alexandre Roy, Alain Royer, Martin Simard, Warwick F. Vincent, Joël Bêty
{"title":"Author Correction: Expert elicitation of state shifts and divergent sensitivities to climate warming across northern ecosystems","authors":"Émilie Saulnier-Talbot, Éliane Duchesne, Dermot Antoniades, Dominique Arseneault, Christine Barnard, Dominique Berteaux, Najat Bhiry, Frédéric Bouchard, Stéphane Boudreau, Kevin Cazelles, Jérôme Comte, Madeleine-Zoé Corbeil-Robitaille, Steeve D. Côté, Raoul-Marie Couture, Guillaume de Lafontaine, Florent Domine, Dominique Fauteux, Daniel Fortier, Michelle Garneau, Gilles Gauthier, Dominique Gravel, Isabelle Laurion, Martin Lavoie, Nicolas Lecomte, Pierre Legagneux, Esther Lévesque, Marie-José Naud, Michel Paquette, Serge Payette, Reinhard Pienitz, Milla Rautio, Alexandre Roy, Alain Royer, Martin Simard, Warwick F. Vincent, Joël Bêty","doi":"10.1038/s43247-024-01938-y","DOIUrl":"10.1038/s43247-024-01938-y","url":null,"abstract":"","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-1"},"PeriodicalIF":8.1,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01938-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction Note: A naturally occurring Al-Cu-Fe-Si quasicrystal in a micrometeorite from southern Italy
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-26 DOI: 10.1038/s43247-024-01948-w
Giovanna Agrosì, Paola Manzari, Daniela Mele, Gioacchino Tempesta, Floriana Rizzo, Tiziano Catelani, Luca Bindi
{"title":"Retraction Note: A naturally occurring Al-Cu-Fe-Si quasicrystal in a micrometeorite from southern Italy","authors":"Giovanna Agrosì, Paola Manzari, Daniela Mele, Gioacchino Tempesta, Floriana Rizzo, Tiziano Catelani, Luca Bindi","doi":"10.1038/s43247-024-01948-w","DOIUrl":"10.1038/s43247-024-01948-w","url":null,"abstract":"","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-1"},"PeriodicalIF":8.1,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01948-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of irrigation on farmworker’s heat stress in California differs by season and during the day and night
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-24 DOI: 10.1038/s43247-024-01959-7
Sagar P. Parajuli, Trent Biggs, Fernando de Sales, Miguel Angel Zavala Perez, Cenlin He, Charles Jones, Callum Thompson, Nicolas Lopez Galvez, Haley Ciborowski, Tiago Quintino, Claudia Di Napoli, Aliasghar Montazar, Tayebeh Hosseini Yazdi, Monica Soucier
{"title":"Impact of irrigation on farmworker’s heat stress in California differs by season and during the day and night","authors":"Sagar P. Parajuli, Trent Biggs, Fernando de Sales, Miguel Angel Zavala Perez, Cenlin He, Charles Jones, Callum Thompson, Nicolas Lopez Galvez, Haley Ciborowski, Tiago Quintino, Claudia Di Napoli, Aliasghar Montazar, Tayebeh Hosseini Yazdi, Monica Soucier","doi":"10.1038/s43247-024-01959-7","DOIUrl":"10.1038/s43247-024-01959-7","url":null,"abstract":"Farmworkers, the frontline workers of our food system, are often exposed to heat stress that is likely to increase in frequency and severity due to climate change. Irrigation can either alleviate or exacerbate heat stress, quantification of which is crucial in intensely irrigated agricultural lands such as the Imperial Valley in southern California. We investigate the impact of irrigation on wet bulb globe temperature (WBGT), a key indicator of heat exposure in humans, using a validated high-resolution Weather Research and Forecasting (WRF) regional climate model, during day and night and in different seasons. We find that irrigation reduces WBGT by 0.3–1.3  °C during the daytime in summer due to strong evaporative cooling. However, during the summer nights, irrigation increases WBGT by 0.4–1.3 °C, when a large increase in humidity sufficiently raises the wet-bulb temperature. Urban and fallow areas adjacent to cropped fields also experience increased heat stress due to moisture advection from irrigated areas. Our results can inform heat-related policies in agricultural regions of California and elsewhere. In the Imperial Valley of California, irrigation of agricultural fields in summer decreases farmworker’s heat stress in the daytime but increases it at night, according to an analysis that uses high-resolution data from a regional climate model.","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-16"},"PeriodicalIF":8.1,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01959-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142880583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global disparities in transboundary river research have implications for sustainable management
IF 8.1 1区 地球科学
Communications Earth & Environment Pub Date : 2024-12-24 DOI: 10.1038/s43247-024-01928-0
Mehebub Sahana, Md Kutubuddin Dhali, Sarah Lindley
{"title":"Global disparities in transboundary river research have implications for sustainable management","authors":"Mehebub Sahana, Md Kutubuddin Dhali, Sarah Lindley","doi":"10.1038/s43247-024-01928-0","DOIUrl":"10.1038/s43247-024-01928-0","url":null,"abstract":"Anthropogenic pressures, climate change, and hydro-politics pose significant risks for sustainable transboundary river basin management. We reviewed 4237 publications using machine learning and conducted a desk review of 325 publications, analyzing 4713 case studies across 286 basins. Our objectives were to: assess major perspectives and key research themes; analyse how they vary based on basin size, location, runoff, water withdrawal, discharge, and consumption; and reflect on implications for sustainable basin management. Findings show that the volume of research in the global south is disproportionately small compared to basin population size, water withdrawals and water consumption. Moreover, research is predominantly led by global north institutions, shaping study themes and locations. While research in the global south focuses on hydro-politics and natural hazards, the global north emphasizes landscape ecology and governance. These insights highlight the need for more comprehensive assessments in the global south to support sustainable management of transboundary river basins. The volume of research on transboundary rivers and management in the global south is disproportionately small compared to river basin population size, water withdrawals, and consumption, according to an analysis of 4713 case studies using machine learning and desk review.","PeriodicalId":10530,"journal":{"name":"Communications Earth & Environment","volume":" ","pages":"1-17"},"PeriodicalIF":8.1,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43247-024-01928-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142880571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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