Biogeography;
Community assembly;
Groundwater;
Industrial activities;
Bacterial community;
Season pattern;
CONTAMINATION;
DISPERSAL;
DYNAMICS;
AQUIFERS;
QUALITY;
D O I:
10.1016/j.envpol.2023.121207
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Groundwater provides freshwater resources necessary for mankind, but its quality is significantly impacted by anthropologic activities. The unique characteristics of groundwater provide a special niche for bacterial colonization. To maintain the sustainability of groundwater ecosystem, a good understanding of the influencing factors and assembly mechanisms for bacterial communities is necessary. Here, we investigated the bacterial communities of groundwater from two industrial zones in Shanghai, a highly industrialized city, during the wet and dry seasons using the high-throughput sequencing technology. Our study uncovered the significant effects of season, geographical location, and industrial type on the diversity and composition of groundwater bacterial communities, particularly, we found that season was the most dominant factor with much stronger influences (give the explanation 17.7%) in comparison with geographical location (8.8%) and industrial type (7.5%). Co-occurrence networks revealed that geographical location explained more variations of bacterial ecological network than season did. Both distance-decay of similarities and variation partitioning analyses indicated that the assembly of groundwater bacterial communities was more governed by environmental filtering compared to spatial-related dispersal. Finally, null model analysis suggested the role of stochastic processes, including dispersal and drift, in shaping the groundwater bacterial communities cannot be ignored. These findings would benefit to improve our understanding of the bacterial communities in groundwater ecosystem and provide a theoretical foundation for groundwater health management.
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Caporaso, J. Gregory
Kuczynski, Justin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kuczynski, Justin
Stombaugh, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Stombaugh, Jesse
Bittinger, Kyle
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bittinger, Kyle
Bushman, Frederic D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bushman, Frederic D.
Costello, Elizabeth K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Costello, Elizabeth K.
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
Pena, Antonio Gonzalez
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pena, Antonio Gonzalez
Goodrich, Julia K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Goodrich, Julia K.
Gordon, Jeffrey I.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Gordon, Jeffrey I.
Huttley, Gavin A.
论文数: 0引用数: 0
h-index: 0
机构:
Australian Natl Univ, John Curtin Sch Med Res, Computat Genom Lab, Canberra, ACT 2601, AustraliaUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Huttley, Gavin A.
Kelley, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kelley, Scott T.
Knights, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Knights, Dan
Koenig, Jeremy E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Koenig, Jeremy E.
Ley, Ruth E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Ley, Ruth E.
Lozupone, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lozupone, Catherine A.
McDonald, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
McDonald, Daniel
Muegge, Brian D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Muegge, Brian D.
Pirrung, Meg
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pirrung, Meg
Reeder, Jens
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Reeder, Jens
Sevinsky, Joel R.
论文数: 0引用数: 0
h-index: 0
机构:
Luca Technol, Golden, CO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Sevinsky, Joel R.
Tumbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Tumbaugh, Peter J.
Walters, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Walters, William A.
Widmann, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Widmann, Jeremy
Yatsunenko, Tanya
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Yatsunenko, Tanya
Zaneveld, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Zaneveld, Jesse
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
China Geol Survey, Shenyang Geol Survey, Shenyang 110034, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Chen, Lin
Zhang, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R China
Green Dev Inst Zhaoqing, Zhaoqing 526000, Peoples R China
Guangdong Hongkong Macau Joint Lab Collaborat Inn, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Zhang, Jin
Dai, Heng
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Dai, Heng
Hu, Bill X.
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Hu, Bill X.
Tong, Juxiu
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Tong, Juxiu
Gui, Dongwei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, Cele Natl Stn Observat & Res Desert Grassland Eco, Urumqi 830011, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Gui, Dongwei
Zhang, Xiaoying
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Coll Construct Engn, Changchun 130012, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Zhang, Xiaoying
Xia, Chuanan
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Chen, Lin
Hu, Bill X.
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Guangdong, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Hu, Bill X.
Dai, Heng
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Dai, Heng
Zhang, Xiaoying
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Coll Construct Engn, Changchun 130012, Jilin, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Zhang, Xiaoying
Xia, Chuan-An
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Guangdong, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Xia, Chuan-An
Zhang, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Guangdong, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Caporaso, J. Gregory
Kuczynski, Justin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kuczynski, Justin
Stombaugh, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Stombaugh, Jesse
Bittinger, Kyle
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bittinger, Kyle
Bushman, Frederic D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Microbiol, Philadelphia, PA 19104 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Bushman, Frederic D.
Costello, Elizabeth K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Costello, Elizabeth K.
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
Pena, Antonio Gonzalez
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pena, Antonio Gonzalez
Goodrich, Julia K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Goodrich, Julia K.
Gordon, Jeffrey I.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Gordon, Jeffrey I.
Huttley, Gavin A.
论文数: 0引用数: 0
h-index: 0
机构:
Australian Natl Univ, John Curtin Sch Med Res, Computat Genom Lab, Canberra, ACT 2601, AustraliaUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Huttley, Gavin A.
Kelley, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Kelley, Scott T.
Knights, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Knights, Dan
Koenig, Jeremy E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Koenig, Jeremy E.
Ley, Ruth E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Microbiol, Ithaca, NY USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Ley, Ruth E.
Lozupone, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lozupone, Catherine A.
McDonald, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
McDonald, Daniel
Muegge, Brian D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Muegge, Brian D.
Pirrung, Meg
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Pirrung, Meg
Reeder, Jens
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Reeder, Jens
Sevinsky, Joel R.
论文数: 0引用数: 0
h-index: 0
机构:
Luca Technol, Golden, CO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Sevinsky, Joel R.
Tumbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Tumbaugh, Peter J.
Walters, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Walters, William A.
Widmann, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Widmann, Jeremy
Yatsunenko, Tanya
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci, St Louis, MO USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Yatsunenko, Tanya
Zaneveld, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Zaneveld, Jesse
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
China Geol Survey, Shenyang Geol Survey, Shenyang 110034, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Chen, Lin
Zhang, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R China
Green Dev Inst Zhaoqing, Zhaoqing 526000, Peoples R China
Guangdong Hongkong Macau Joint Lab Collaborat Inn, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Zhang, Jin
Dai, Heng
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Dai, Heng
Hu, Bill X.
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Hu, Bill X.
Tong, Juxiu
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Tong, Juxiu
Gui, Dongwei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, Cele Natl Stn Observat & Res Desert Grassland Eco, Urumqi 830011, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Gui, Dongwei
Zhang, Xiaoying
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Coll Construct Engn, Changchun 130012, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Zhang, Xiaoying
Xia, Chuanan
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Chen, Lin
Hu, Bill X.
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Guangdong, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Hu, Bill X.
Dai, Heng
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Dai, Heng
Zhang, Xiaoying
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Coll Construct Engn, Changchun 130012, Jilin, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Zhang, Xiaoying
Xia, Chuan-An
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Guangdong, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Xia, Chuan-An
Zhang, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Groundwater & Earth Sci, Guangzhou 510632, Guangdong, Peoples R ChinaChina Univ Geosci Beijing, Sch Water Resources & Environm, Beijing 100083, Peoples R China