1
|
Sánchez‐Murillo R, Herrera DA, Farrick KK, Esquivel‐Hernández G, Sánchez‐Gutiérrez R, Barberena‐Moncada J, Guatemala‐Herrera J, Flores‐Meza Y, Cerón‐Pineda R, Gil‐Urrutia L, Cardona‐Hernández J, Peña‐Paz T, Hernández‐Ortiz JO, Harrison‐Smith W, Marshall G, Persoiu A, Pérez‐Quezadas J, Mejía‐González M, González‐Hita L, de Calderón MB, García‐Moya A, Hernández D, Welsh K, Price RM, Riveros‐Iregui DA, Voarintsoa NRG, Bregy JC, Sánchez‐Llull M, Alonso‐Hernández C, Santos‐García S, Durán‐Quesada AM, Birkel C, Boll J, Cobb KM, Obando‐Amador AF, Vargas‐Azofeifa IM, Tetzlaff D, Soulsby C, Dee SG. Stable isotope tempestology of tropical cyclones across the North Atlantic and Eastern Pacific Ocean basins. Ann N Y Acad Sci 2025; 1543:145-165. [PMID: 39700434 PMCID: PMC11776453 DOI: 10.1111/nyas.15274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2024]
Abstract
Tropical cyclones (TCs) are one of the major natural hazards to island and coastal communities and ecosystems. However, isotopic compositions of TC-derived precipitation (P) in surface water (SW) and groundwater (GW) reservoirs are still lacking. We tested the three main assumptions of the isotope storm "spike" hypothesis (sudden spikes in isotopic ratios). Our database covers 40 TCs and is divided into recent (N = 778; 2012-2023) and archived (N = 236; 1984-1995) rainfall isotope observations and SW/GW isotope monitoring (N = 6013; 2014-2023). Seasonal rainfall contribution from TCs ranged from less than 1% to over 54% (4% on average) between 1984 and 2023. Mean δ18O compositions across TCs domains were significantly lower than the regional (noncyclonic) δ18O mean (-5.24 ± 4.27‰): maritime (-6.29 ± 3.28‰), coastal (-7.78 ± 4.28‰), and inland (-9.80 ± 5.18‰) values. Coastal and maritime TC convection resulted in large rainfall amounts with high isotope compositions. This could bias past climate reconstructions toward unrealistic drier conditions. Significant δ18O and d-excess differences were found between storm intensities. P/SW and P/GW isotope ratios revealed the rapid propagation of TC excursions in freshwater systems. Our findings highlight the potential of TC isotope observations for diagnosing intensity and frequency in paleoproxies beyond idealized TC models.
Collapse
Affiliation(s)
- Ricardo Sánchez‐Murillo
- Department of Earth and Environmental SciencesUniversity of Texas at ArlingtonArlingtonTexasUSA
| | - Dimitris A. Herrera
- Department of Geography & SustainabilityUniversity of TennesseeKnoxvilleTennesseeUSA
- Instituto Geográfico UniversitarioUniversidad Autónoma de Santo DomingoSanto DomingoDominican Republic
| | - Kegan K. Farrick
- Department of GeographyThe University of the West IndiesSt. AugustineTrinidad and Tobago
| | - Germain Esquivel‐Hernández
- Stable Isotopes Research Group & Water Resources Management Laboratory, School of ChemistryUniversidad NacionalHerediaCosta Rica
| | - Rolando Sánchez‐Gutiérrez
- Stable Isotopes Research Group & Water Resources Management Laboratory, School of ChemistryUniversidad NacionalHerediaCosta Rica
| | - Javier Barberena‐Moncada
- Centro para la Investigación en Recursos Acuáticos de Nicaragua (CIRA)Universidad Nacional Autónoma de NicaraguaManaguaNicaragua
| | - Jorge Guatemala‐Herrera
- Centro para la Investigación en Recursos Acuáticos de Nicaragua (CIRA)Universidad Nacional Autónoma de NicaraguaManaguaNicaragua
| | - Yelba Flores‐Meza
- Centro para la Investigación en Recursos Acuáticos de Nicaragua (CIRA)Universidad Nacional Autónoma de NicaraguaManaguaNicaragua
| | | | - Laura Gil‐Urrutia
- Ministerio de Medio Ambiente y Recursos NaturalesSan SalvadorEl Salvador
| | - Jorge Cardona‐Hernández
- Facultad Ciencias de la Tierra y la ConservaciónUniversidad Nacional de AgriculturaCatacamasHonduras
| | - Tania Peña‐Paz
- Centro Experimental y de Innovación del Recurso Hídrico (CEIRH)Universidad Nacional Autónoma de HondurasTegucigalpaHonduras
| | - Junior O. Hernández‐Ortiz
- Centro Experimental y de Innovación del Recurso Hídrico (CEIRH)Universidad Nacional Autónoma de HondurasTegucigalpaHonduras
| | | | | | - Aurel Persoiu
- Emil Racovita Institute of SpeleologyRomanian AcademyCluj‐NapocaRomania
- Stable Isotope LaboratoryStefan cel Mare University, SuceavaSuceavaRomania
| | - Juan Pérez‐Quezadas
- Instituto de GeologíaUniversidad Nacional Autónoma de MéxicoCiudad de MéxicoMexico
| | | | - Luis González‐Hita
- Department of HydrologyMexican Institute of Water TechnologyJiutepecMexico
| | | | - Alejandro García‐Moya
- Departamento de Estudios de la Contaminación AmbientalCentro de Estudios Ambientales de CienfuegosCienfuegosCuba
| | - Debora Hernández
- Centro de Aplicaciones Tecnológicas y Desarrollo NuclearLa HabanaCuba
| | - Kristen Welsh
- Geosciences DepartmentOberlin College and ConservatoryOberlinOhioUSA
- Small Island Sustainability ProgrammeUniversity of The BahamasNassauBahamas
| | - Rene M. Price
- Department of Earth and EnvironmentFlorida International UniversityMiamiFloridaUSA
| | - Diego A. Riveros‐Iregui
- Department of Geography and EnvironmentUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | | | - Joshua C. Bregy
- Department of Environmental Engineering and Earth SciencesClemson UniversityClemsonSouth CarolinaUSA
| | - Minerva Sánchez‐Llull
- Department of Management and Environmental EngineeringCentro de Estudios Ambientales de CienfuegosCienfuegosCuba
| | | | - Saúl Santos‐García
- Unidad de Hidrología, Dirección General de Infraestructura NacionalSecretaría de Infraestructura y TransporteTegucigalpaHonduras
| | - Ana M. Durán‐Quesada
- School of Physics & Environmental Pollution Research CenterUniversity of Costa RicaSan JoséCosta Rica
| | - Christian Birkel
- Department of Geography, Water, and Global Change ObservatoryUniversity of Costa RicaSan JoséCosta Rica
| | - Jan Boll
- Department of Civil and Environmental EngineeringWashington State UniversityPullmanWashingtonUSA
| | - Kim M. Cobb
- Department of Earth, Environmental, and Planetary SciencesBrown UniversityProvidenceRhode IslandUSA
| | | | | | - Doerthe Tetzlaff
- IGB Leibniz IGB Leibniz Institute of Freshwater Ecology & Inland Fisheries, Humboldt University BerlinBerlinGermany
| | - Chris Soulsby
- School of GeosciencesUniversity of AberdeenScotlandUK
| | - Sylvia G. Dee
- Department of Earth, Environmental, and Planetary SciencesRice UniversityHoustonTexasUSA
| |
Collapse
|
2
|
Ruiz MC, Pla C, Fernandez-Cortes A, Benavente D. Responses of underground air and drip water geochemistry to meteorological factors: A multi-parameter approach in the Rull Cave (Spain). THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 926:171837. [PMID: 38513849 DOI: 10.1016/j.scitotenv.2024.171837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 02/29/2024] [Accepted: 03/18/2024] [Indexed: 03/23/2024]
Abstract
Our research aims to assess the complex interactions between the elements that constitute and influence a cave system through the analysis of an extensive dataset of climatic and environmental parameters (222Rn, CO2, drip rates, chemical composition, and environmental isotopes) measured in air, water, and solid in the Rull Cave (southeastern Spain). Of particular importance is understanding the effect of rainfall and temperature on water and gas transport through the epikarst and the involved processes. Our results show that the cave gaseous concentration patterns do not only depend on the temperature-caused movement of air masses, but they can also be affected by abundant rainfall. The δ18O and δD composition of cave water also relies on such precipitations for the effective transfer of the rainfall signal into the cave, which can take between 3 and 7 days. The elemental ratios (Sr/Ca and Mg/Ca) show high responsiveness to the water drip rate, hinting that enhanced prior calcite precipitation (PCP) occurs at slower drip rates. Despite this, and regardless of drip rates, calcite saturation indices follow a seasonal variation pattern inversely proportional to the cave air CO2 concentration, while δ13C-DIC is proportional. Our results show how the interlinkage between these multiple components defines the dynamics of the atmosphere-soil-cave system. Cave monitoring is then essential to understand the karstic vadose zone, which is highly sensitive to climatic influence and its changes.
Collapse
Affiliation(s)
- M Candela Ruiz
- Department of Earth and Environmental Sciences, University of Alicante, C. San Vicente del Raspeig s/n, 03690 San Vicente del Raspeig, Alicante, Spain.
| | - Concepción Pla
- Department of Civil Engineering, University of Alicante, C. San Vicente del Raspeig s/n, 03690 San Vicente del Raspeig, Alicante, Spain.
| | - Angel Fernandez-Cortes
- Department of Biology and Geology, University of Almeria, C. Sacramento s/n, 04120 La Cañada de San Urbano, Almería, Spain.
| | - David Benavente
- Department of Earth and Environmental Sciences, University of Alicante, C. San Vicente del Raspeig s/n, 03690 San Vicente del Raspeig, Alicante, Spain.
| |
Collapse
|
3
|
Cox R, Phillips EK, Rakotondrazafy AFM. Gullying and landscape evolution: Lavaka in Lac Alaotra, Madagascar shed light on rates of change and non-anthropogenic controls. SCIENCE ADVANCES 2024; 10:eadi0316. [PMID: 38728401 PMCID: PMC11086618 DOI: 10.1126/sciadv.adi0316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 04/09/2024] [Indexed: 05/12/2024]
Abstract
Gully evolution remains poorly understood, largely because multidecadal analysis is lacking. Large gullies (called lavaka) that pepper Madagascar's highlands are generally attributed to human impact; but longitudinal data are few, and anthropogenic causation is inferred not verified. We focus on Lac Alaotra, Madagascar's largest lake and wetland, its major rice-growing region, and an ecological hotspot surrounded by fault-controlled steep hills with abundant lavaka. Analysis of historical aerial photographs and recent orthoimagery reveals that the proportion of highly active lavaka has decreased since mid-20th century. At the same time, human population, farming intensity, and livestock density have increased exponentially. This suggests that background factors, including seismicity, are primary drivers of lavaka formation. Although human activities may contribute to erosion overall, land management policies that overemphasize human causation of gullying and neglect background forcing factors (in Madagascar and elsewhere) are unlikely to be effective in erosion mitigation.
Collapse
Affiliation(s)
- Rónadh Cox
- Geosciences Department, Williams College, Williamstown, MA, USA
- School of Earth Sciences, University College Dublin, Dublin, Ireland
| | | | | |
Collapse
|
4
|
Dawson RR, Burns SJ, Tiger BH, McGee D, Faina P, Scroxton N, Godfrey LR, Ranivoharimanana L. Zonal control on Holocene precipitation in northwestern Madagascar based on a stalagmite from Anjohibe. Sci Rep 2024; 14:5496. [PMID: 38448499 PMCID: PMC10917758 DOI: 10.1038/s41598-024-55909-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 02/28/2024] [Indexed: 03/08/2024] Open
Abstract
The Malagasy Summer Monsoon is an important part of the larger Indian Ocean and tropical monsoon region. As the effects of global warming play out, changes to precipitation in Madagascar will have important ramifications for the Malagasy people. To help understand how precipitation responds to climate changes we present a long-term Holocene speleothem record from Anjohibe, part of the Andranoboka cave system in northwestern Madagascar. To date, it is the most complete Holocene record from this region and sheds light on the nature of millennial and centennial precipitation changes in this region. We find that over the Holocene, precipitation in northwestern Madagascar is actually in phase with the Northern Hemisphere Asian monsoon on multi-millennial scales, but that during some shorter centennial-scale events such as the 8.2 ka event, Anjohibe exhibits an antiphase precipitation signal to the Northern Hemisphere. The ultimate driver of precipitation changes across the Holocene does not appear to be the meridional migration of the monsoon. Instead, zonal sea surface temperature gradients in the Indian Ocean seem to play a primary role in precipitation changes in northwestern Madagascar.
Collapse
Affiliation(s)
- Robin R Dawson
- Department of Earth, Geographic and Climate Sciences, University of Massachusetts Amherst, Amherst, MA, 01003, USA.
| | - Stephen J Burns
- Department of Earth, Geographic and Climate Sciences, University of Massachusetts Amherst, Amherst, MA, 01003, USA
| | - Benjamin H Tiger
- Department of Earth, Atmospheric, and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Geology and Geophysics, Woods Hole Oceanographic Institution, Woods Hole, MA, 02543, USA
| | - David McGee
- Department of Earth, Atmospheric, and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Peterson Faina
- The Climate School, Columbia University, New York, NY, 10025, USA
| | - Nick Scroxton
- Irish Climate Analysis and Research Units, Department of Geography, Maynooth University, Maynooth, Ireland
| | - Laurie R Godfrey
- Department of Anthropology, University of Massachusetts, Amherst, MA, 01003, USA
| | - Lovasoa Ranivoharimanana
- Mention Bassins Sédimentaires, Evolution, Conservation, Faculté des Sciences, Université D'Antananarivo, Antananarivo, Madagascar
| |
Collapse
|
5
|
Zhang H, Zhou Z, Dong H, Yan L, Ding S, Huang J, Gong X, Su D. Seasonal variations of cave dripwater hydrogeochemical parameters and δ 13C DIC in the subtropical monsoon region and links to regional hydroclimate. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 881:163509. [PMID: 37062310 DOI: 10.1016/j.scitotenv.2023.163509] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 03/22/2023] [Accepted: 04/10/2023] [Indexed: 06/01/2023]
Abstract
Stalagmites are considered natural archives of climate proxies. However, under the combined effects of atmospheric circulation patterns, precipitation, and karst environments, drip hydrogeochemical processes can be coupled and linked to each other to control cave sediment record information. Therefore, the evolution of chemistry and factors controlling the isotopic composition of the dripwater during regional precipitation migration from the surface to caves need to be evaluated. In this study, hydrogeochemical characteristics and the isotopic composition of the dripwater in the Mahuang Cave in Guizhou Province, Southwest China, including stable isotope (δ13CDIC) and trace element ratios, were monitored from August 2018 to December 2020. The results showed seasonal variations in the δ13CDIC, Mg/Ca, and Sr/Ca values of the dripwater in dry and wet seasons under the control of water-gas-rock reactions, such as soil CO2 concentrations and carbonate rock dissolution. In addition, the five monitored dripwater points in the Mahuang Cave showed fast and slow seepage due to the complex cave fractures and stratigraphy, reflecting the effects of precipitation variations to different degrees. Indeed, the δ13CDIC were more sensitive to the recharge changes from extreme precipitation and drought events. Therefore, dripwater δ13CDIC is a reliable indicator of the recorded hydrological signal in the southwest monsoon region.
Collapse
Affiliation(s)
- Heng Zhang
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| | - Zhongfa Zhou
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China.
| | - Hui Dong
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| | - Lihui Yan
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| | - Shengjun Ding
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| | - Jing Huang
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| | - Xiaohuan Gong
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| | - Dan Su
- School of Karst Science/School of Geography and Environmental Sciences, Guizhou Normal University, 550001 Guiyang, People's Republic of China; The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, 550001 Guiyang, People's Republic of China
| |
Collapse
|
6
|
Song X, Yang A, Hu X, Niu AP, Cao Y, Zhang Q. Exploring the role of extracellular polymeric substances in the antimony leaching of tailings by Acidithiobacillus ferrooxidans. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:17695-17708. [PMID: 36203043 DOI: 10.1007/s11356-022-23365-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 09/26/2022] [Indexed: 06/16/2023]
Abstract
The concentration of Sb bearing tailings in water located in abandoned antimony mines was found to be a big problem, as they contaminate other water resources and entire food chain. Microorganisms were found to be key in tailing leaching and reaction speeding in the presence of extracellular polymeric substances (EPS) produced by bacteria. Herein, we investigated the pattern of the Sb leaching from Sb bearing tailings using Acidithiobacillus ferrooxidans, and analyzed the mechanism of EPS in the leaching process of Sb. To completely and deeply understand the functions of EPS in the bioleaching of antimony tailings, the generation behavior of EPS produced by Acidithiobacillus ferrooxidans (A. ferrooxidans) during bioleaching was characterized by three-dimensional excitation-emission matrix (3D-EEM). Meanwhile, X-ray photoelectron spectroscopy (XPS) and Fourier transform infrared (FT-IR) were used to show the changes of EPS functional groups before and after leaching. Compared with the functional groups in EPS produced by A. ferrooxidans before leaching, the content of hydroxyl and amino groups that reduce high-valent metals to low-valent metals in EPS decreases after leaching, and the carbonyl content increases, corresponding to the ratio of trivalent antimony increased, indicating that EPS could reduce the risk of pentavalent antimony to trivalent one. At the same time, with biological scanning electron microscopy and energy spectrum scanning, the observation of EPS on the mineral surface showed that Sb was adsorbed in the EPS, and the XPS of Sb was fine. Spectral analysis showed that the Sb adsorbed in EPS contained both Sb(III) and Sb(V). Besides, for revealing the influence of EPS in the leaching process of Sb from tailings, this work provided an in-depth understanding of the mechanism of Sb released from tailings under the action of A. ferrooxidans and further provides a basis for the biogeochemical cycle of Sb.
Collapse
Affiliation(s)
- Xia Song
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 550025, China
| | - Aijiang Yang
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 550025, China.
- Guizhou Karst Environmental Ecosystems Observation and Research Station, Ministry of Education, Guiyang, 550025, China.
| | - Xia Hu
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 550025, China
- Guizhou Karst Environmental Ecosystems Observation and Research Station, Ministry of Education, Guiyang, 550025, China
| | - A-Ping Niu
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 550025, China
- Guizhou Karst Environmental Ecosystems Observation and Research Station, Ministry of Education, Guiyang, 550025, China
| | - Yang Cao
- School of Chemistry and Chemical Engineering, Guizhou University, Guiyang, 550025, China
| | - Qingqing Zhang
- Guida Yuanheng Environmental Protection Technology Co., Ltd., of Guizhou, Guiyang, 550025, China
| |
Collapse
|
7
|
Ai J, Guo J, Li Y, Zhong X, Lv Y, Li J, Yang A. The diversity of microbes and prediction of their functions in karst caves under the influence of human tourism activities-a case study of Zhijin Cave in Southwest China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:25858-25868. [PMID: 34854002 DOI: 10.1007/s11356-021-17783-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 11/23/2021] [Indexed: 06/13/2023]
Abstract
Microorganisms, sensitive to the surrounding environment changes, show how the cave environment can be impacted by human activities. Zhijin Cave, featured with the most well-developed karst landform in China, has been open to tourists for more than 30 years. This study explored the microbial diversity in a karst cave and the impacts of tourism activities on the microbial communities and the community structures of bacteria and archaea in three niches in Zhijin Cave, including the mixture of bacteria and cyanobacteria on the rock wall, the aquatic sediments, and the surface sediments, using 16S rRNA high-throughput sequencing technology. It was found that Actinobacteriota and Proteobacteria were the dominant bacteria in the cave and Crenarchaeota and Thermoplasmatota were the dominant archaea. The correlation between microorganisms and environmental variables in the cave showed that archaea were more affected by pH and ORP than bacteria and F-, Cl-, NO3-, and SO42- were all positively relevant to the distribution of most bacteria and archaea in the cave. PICRUSt's prediction of microbial functions also indicated that abundance of the bacteria's functions was higher than that of the archaea. The intention of this study was to improve the understanding, development, and protection of microbial resources in caves.
Collapse
Affiliation(s)
- Jia Ai
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 500025, China
| | - Jianeng Guo
- Management Office of Zhijin Cave Scenic Area, Bijie, 552100, Guizhou, China
| | - Yancheng Li
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 500025, China.
- Guizhou Karst Environmental Ecosystems Observation and Research Station, Ministry of Education, Guiyang, 550025, Guizhou, China.
| | - Xiong Zhong
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 500025, China
| | - Yang Lv
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 500025, China
| | - Jiang Li
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 500025, China
- Guizhou Karst Environmental Ecosystems Observation and Research Station, Ministry of Education, Guiyang, 550025, Guizhou, China
| | - Aijiang Yang
- College of Resources and Environmental Engineering, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guizhou University, Guiyang, 500025, China
- Guizhou Karst Environmental Ecosystems Observation and Research Station, Ministry of Education, Guiyang, 550025, Guizhou, China
| |
Collapse
|