|
Aber J, McDowell W, Nadelhoffer K, Magill A, Berntson G, Kamakea M, McNulty S, Currie W, Rustad L, Fernandez I. 1998. Nitrogen saturation in temperate forest ecosystems: Hypotheses revisited. BioScience, 48, 921-934.
Barron A R, Wurzburger N, Bellenger J P, Wright S J, Kraepiel A M L, Hedin L O. 2009. Molybdenum limitation of asymbiotic nitrogen fixation in tropical forest soils. Nature Geoscience, 2, 42-45.
Bei Q, Liu G, Tang H, Cadisch G, Rasche F, Xie Z. 2013. Heterotrophic and phototrophic 15N2 fixation and distribution of fixed 15N in a flooded rice-soil system. Soil Biology and Biochemistry, 59, 25-31.
Berthrong S T, Yeager C M, Gallegos-Graves L, Steven B, Eichorst S A, Jackson R B, Kuske C R. 2014. Nitrogen fertilization has a stronger effect on soil nitrogen-fixing bacterial communities than elevated atmospheric CO2. Applied and Environmental Microbiology, 80, 3103-3112.
Bolyen E, Rideout J R, Dillon M R, Bokulich N A, Abnet C C, Al-Ghalith G A, Alexander H, Alm E J, Arumugam M, Asnicar F, Bai Y, Bisanz J E, Bittinger K, Brejnrod A, Brislawn C J, Brown C T, Callahan B J, Caraballo-Rodríguez A M, Chase J, Cope E K, et al. 2019. Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nature Biotechnology, 37, 852-857.
Breiman L. 2001. Random forests. Machine Learning, 45, 5-32.
Buckley D H, Huangyutitham V, Hsu S F, Nelson T A. 2007. Stable isotope probing with 15N2 reveals rovel noncultivated diazotrophs in soil. Applied and Environmental Microbiology, 73, 3196-3204.
Che R, Deng Y, Wang F, Wang W, Xu Z, Hao Y, Xue K, Zhang B, Tang L, Zhou H, Cui X. 2018. Autotrophic and symbiotic diazotrophs dominate nitrogen-fixing communities in Tibetan grassland soils. Science of the Total Environment, 639, 997-1006.
Chen H, Ju P, Zhu Q, Xu X, Wu N, Gao Y, Feng X, Tian J, Niu S, Zhang Y, Peng C, Wang Y. 2022. Carbon and nitrogen cycling on the Qinghai-Tibetan Plateau. Nature Reviews Earth & Environment, 3, 701-716.
Chen W, Wang J, Chen X, Meng Z, Xu R, Duoji D, Zhang J, He J, Wang Z, Chen J, Liu K, Hu T, Zhang Y. 2022. Soil microbial network complexity predicts ecosystem function along elevation gradients on the Tibetan Plateau. Soil Biology and Biochemistry, 172, 108766.
Cleveland C C, Townsend A R, Schimel D S, Fisher H, Howarth R W, Hedin L O, Perakis S S, Latty E F, Von Fischer J C, Elseroad A, Wasson M F. 1999. Global patterns of terrestrial biological nitrogen (N2) fixation in natural ecosystems. Global Biogeochemical Cycles, 13, 623-645.
Davies-Barnard T, Friedlingstein P. 2020. The global distribution of biological nitrogen fixation in terrestrial natural ecosystems. Global Biogeochemical Cycles, 34, e2019GB006387.
Durrant M C. 2002. An atomic-level mechanism for molybdenum nitrogenase. Part 1. Reduction of dinitrogen. Biochemistry, 41, 13934-13945.
Feng J, Penton C R, He Z, Van Nostrand J D, Yuan M M, Wu L, Wang C, Qin Y, Shi Z J, Guo X, Schuur E A G, Luo Y, Bracho R, Konstantinidis K T, Cole J R, Tiedje J M, Yang Y, Zhou J. 2019. Long-term warming in alaska enlarges the diazotrophic community in deep soils. mBio, 10, e02521.
Fu G, Zhang G, Zhou H. 2025. Effects of long-term experimental warming on phyllosphere epiphytic bacterial and fungal communities of four alpine plants. Journal of Integrative Agriculture, 24, 799-814.
García-Palacios P, Gross N, Gaitán J, Maestre F T. 2018. Climate mediates the biodiversity-ecosystem stability relationship globally. Proceedings of the National Academy of Sciences of the United States of America, 115, 8400-8405.
Griffith J C, Lee W G, Orlovich D A, Summerfield T C. 2017. Contrasting bacterial communities in two indigenous Chionochloa (Poaceae) grassland soils in New Zealand. PLoS ONE, 12, e0179652.
Gupta V V S R, Kroker S J, Hicks M, Davoren C W, Descheemaeker K, Llewellyn R. 2014. Nitrogen cycling in summer active perennial grass systems in South Australia: Non-symbiotic nitrogen fixation. Crop & Pasture Science, 65, 1044-1056.
Hartmann M, Howes C G, VanInsberghe D, Yu H, Bachar D, Christen R, Henrik Nilsson R, Hallam S J, Mohn W W. 2012. Erratum: Significant and persistent impact of timber harvesting on soil microbial communities in Northern coniferous forests. ISME Journal, 6, 2320-2320.
Heller P, Tripp H J, Turk-Kubo K, Zehr J P. 2014. ARBitrator: A software pipeline for on-demand retrieval of auto-curated nifH sequences from GenBank. Bioinformatics, 30, 2883-2890.
Jean M E, Phalyvong K, Forest-Drolet J, Bellenger J P. 2013. Molybdenum and phosphorus limitation of asymbiotic nitrogen fixation in forests of Eastern Canada: Influence of vegetative cover and seasonal variability. Soil Biology and Biochemistry, 67, 140-146.
Jin D, Ma J, Ma W, Liang C, Shi Y, He J S. 2013. Legumes in Chinese natural grasslands: Species, biomass, and distribution. Rangeland Ecology & Management, 66, 648-656.
Kou D, Yang G, Li F, Feng X, Zhang D, Mao C, Zhang Q, Peng Y, Ji C, Zhu Q, Fang Y, Liu X, Xu R, Li S, Deng J, Zheng X, Fang J, Yang Y. 2020. Progressive nitrogen limitation across the Tibetan alpine permafrost region. Nature Communications, 11, 3331.
Kou Y, Li C, Li J, Tu B, Wang Y, Li X. 2019. Climate and soil parameters are more important than denitrifier abundances in controlling potential denitrification rates in Chinese grassland soils. Science of the Total Environment, 669, 62-69.
Laranjo M, Alexandre A, Oliveira S. 2014. Legume growth-promoting rhizobia: An overview on the Mesorhizobium genus. Microbiology Research, 169, 2-17.
Lauber C L, Hamady M, Knight R, Fierer N. 2009. Pyrosequencing-based assessment of soil pH as a predictor of soil bacterial community structure at the continental scale. Applied and Environmental Microbiology, 75, 5111-5120.
Li W, Li F, Zeng H, Ma L, Qi L, Wang X, Wang W, Peng Z, Degen A A, Bai Y, Zhang T, Huang M, Han J, Shang Z. 2021. Diversity and variation of asymbiotic nitrogen-fixing microorganisms in alpine grasslands on the Tibetan Plateau. Frontiers in Ecology and Evolution, 9, 702848.
Liang Y, Van Nostrand J D, Deng Y, He Z, Wu L, Zhang X, Li G, Zhou J. 2010. Functional gene diversity of soil microbial communities from five oil-contaminated fields in China. ISME Journal, 5, 403-413.
Lindsay E A, Colloff M J, Gibb N L, Wakelin S A. 2010. The abundance of microbial functional genes in grassy woodlands is influenced more by soil nutrient enrichment than by recent weed invasion or livestock exclusion. Applied and Environmental Microbiology, 76, 5547-5555.
Liu D, Song X, Hu J, Liu Y, Wang C, Henkin Z. 2024. Precipitation affects soil nitrogen fixation by regulating active diazotrophs and nitrate nitrogen in an alpine grassland of Qinghai-Tibetan Plateau. Science of the Total Environment, 919, 170648.
Liu F, Wu H, Zhao Y, Li D, Yang J-L, Song X, Shi Z, Zhu A X, Zhang G L. 2022. Mapping high resolution national soil information grids of China. Science Bulletin, 67, 328-340.
Morales S E, Cosart T, Holben W E. 2010. Bacterial gene abundances as indicators of greenhouse gas emission in soils. ISME Journal, 4, 799-808.
Neufeld J D, Vohra J, Dumont M G, Lueders T, Manefield M, Friedrich M W, Murrell J C. 2007. DNA stable-isotope probing. Nature Protocols, 2, 860-866.
Pasricha N S, Nayyar V K, Singh R P. 1997. Molybdenum in Agriculture. Cambridge University Press, Ottawa. pp. 245-270.
Pepe-Ranney C, Koechli C, Potrafka R, Andam C, Eggleston E, Garcia-Pichel F, Buckley D H. 2016. Non-cyanobacterial diazotrophs mediate dinitrogen fixation in biological soil crusts during early crust formation. ISME Journal, 10, 287-298.
Pereira e Silva M C, Schloter-Hai B, Schloter M, van Elsas J D, Salles J F. 2013. Temporal dynamics of abundance and composition of nitrogen-fixing communities across agricultural soils. PLoS ONE, 8, e74500.
Petersen D G, Blazewicz S J, Firestone M, Herman D J, Turetsky M, Waldrop M. 2012. Abundance of microbial genes associated with nitrogen cycling as indices of biogeochemical process rates across a vegetation gradient in Alaska. Environmental Microbiology, 14, 993-1008.
Probst P, Wright M N, Boulesteix A L. 2019. Hyperparameters and tuning strategies for random forest. Data Mining and Knowledge Discovery, 9, e1301.
Rädecker N, Pogoreutz C, Gegner H M, Cárdenas A, Perna G, Geißler L, Roth F, Bougoure J, Guagliardo P, Struck U, Wild C, Pernice M, Raina J-B, Meibom A, Voolstra C R. 2022. Heat stress reduces the contribution of diazotrophs to coral holobiont nitrogen cycling. ISME Journal, 16, 1110-1118.
Raven J A. 2012. Protein turnover and plant RNA and phosphorus requirements in relation to nitrogen fixation. Plant Science, 188, 25-35.
Reed S C, Cleveland C C, Townsend A R. 2011. Functional ecology of free-living nitrogen fixation: A contemporary perspective. Annual Review of Ecology Evolution and Systematics, 42, 489-512.
Reed S C, Cleveland C C, Townsend A R. 2013. Relationships among phosphorus, molybdenum and free-living nitrogen fixation in tropical rain forests: Results from observational and experimental analyses. Biogeochemistry, 114, 135-147.
Rehman A N, Kalyanaraman S, Ahmad T, Pervaiz F, Saif U, Subramanian L. 2016. Fine-grained dengue forecasting using telephone triage services. Science Advances, 2, e1501215.
Rousk J, Bååth E, Brookes P C, Lauber C L, Lozupone C, Caporaso J G, Knight R, Fierer N. 2010. Soil bacterial and fungal communities across a pH gradient in an arable soil. ISME Journal, 4, 1340-1351.
Segovia R A, Pennington R T, Baker T R, Coelho de Souza F, Neves D M, Davis C C, Armesto J J, Olivera-Filho A T, Dexter K G. 2020. Freezing and water availability structure the evolutionary diversity of trees across the Americas. Science Advances, 6, eaaz5373.
Shamseldin A, Abdelkhalek A, Sadowsky M J. 2017. Recent changes to the classification of symbiotic, nitrogen-fixing, legume-associating bacteria: A review. Symbiosis, 71, 91-109.
Smercina D N, Evans S E, Friesen M L, Tiemann L K. 2019. To fix or not To fix: Controls on free-living nitrogen fixation in the rhizosphere. Applied and Environmental Microbiology, 85, e02546-18.
Stüeken E E, Buick R, Guy B M, Koehler M C. 2015. Isotopic evidence for biological nitrogen fixation by molybdenum-nitrogenase from 3.2 Gyr. Nature, 520, 666-669.
Tan Q, Jia Y, Wang G. 2021. Decoupling of soil nitrogen and phosphorus dynamics along a temperature gradient on the Qinghai-Tibetan Plateau. Geoderma, 396, 115084.
Tian P, Liu S, Zhao X, Sun Z, Yao X, Niu S, Crowther T W, Wang Q. 2021. Past climate conditions predict the influence of nitrogen enrichment on the temperature sensitivity of soil respiration. Communications Earth & Environment, 2, 251.
Tian Z, Liu F, Liang Y, Zhu X. 2022. Mapping soil erodibility in southeast China at 250 m resolution: Using environmental variables and random forest regression with limited samples. International Soil and Water Conservation Research, 10, 62-74.
Tu Q, Deng Y, Yan Q, Shen L, Lin L, He Z, Wu L, Van Nostrand J D, Buzzard V, Michaletz S T, Enquist B J, Weiser M D, Kaspari M, Waide R B, Brown J H, Zhou J. 2016. Biogeographic patterns of soil diazotrophic communities across six forests in the North America. Molecular Ecology, 25, 2937-2948.
Uroz S, Buée M, Murat C, Frey-Klett P, Martin F. 2010. Pyrosequencing reveals a contrasted bacterial diversity between oak rhizosphere and surrounding soil. Environmental Microbiology Reports, 2, 281-288.
Wang Y, Li C, Kou Y, Wang J, Tu B, Li H, Li X, Wang C, Yao M. 2017. Soil pH is a major driver of soil diazotrophic community assembly in Qinghai-Tibet alpine meadows. Soil Biology and Biochemistry, 115, 547-555.
Wang Z H, Jiang Y, Zhang M H, Chu C J, Chen Y F, Fang S, Jin G, Jiang M, Lian J Y, Li Y, Liu Y, Ma K, Mi X, Qiao X, Wang X, Wang X, Xu H, Ye W, Zhu L, Zhu Y, et al. 2023. Diversity and biogeography of plant phyllosphere bacteria are governed by latitude-dependent mechanisms. New Phytologist, 240, 1534-1547.
Wurzburger N, Bellenger J P, Kraepiel A M, Hedin L O. 2012. Molybdenum and phosphorus interact to constrain asymbiotic nitrogen fixation in tropical forests. PLoS ONE, 7, e33710.
Xiao J, Dong S, Shen H, Zhang R, Shi H, He F, Li W, Li X, Li Y, Ding C. 2025. Short-term P addition may improve the stimulating effects of N deposition on N2O emissions in alpine grasslands on the Qinghai-Tibet Plateau. Journal of Integrative Agriculture, 24, 900-912.
Zhang B, Yang L, Wang W, Li Y, Li H. 2010. Quantification and comparison of soil elements in the Tibetan Plateau Kaschin-Beck disease area. Biological Trace Element Research, 138, 69-78.
Zhang Y, Zhang F, Abalos D, Luo Y, Hui D, Hungate B A, García-Palacios P, Kuzyakov Y, Olesen J E, Jørgensen U, Chen J. 2022. Stimulation of ammonia oxidizer and denitrifier abundances by nitrogen loading: Poor predictability for increased soil N2O emission. Global Change Biology, 28, 2158-2168.
Zheng M, Chen H, Li D, Luo Y, Mo J. 2020. Substrate stoichiometry determines nitrogen fixation throughout succession in southern Chinese forests. Ecology Letters, 23, 336-347.
Zhou J, Deng Y, Shen L, Wen C, Yan Q, Ning D, Qin Y, Xue K, Wu L, He Z, Voordeckers J W, Nostrand J D V, Buzzard V, Michaletz S T, Enquist B J, Weiser M D, Kaspari M, Waide R, Yang Y, Brown J H. 2016. Temperature mediates continental-scale diversity of microbes in forest soils. Nature Communications, 7, 12083.
Zhou S, Xue K, Zhang B, Tang L, Pang Z, Wang F, Che R, Ran Q, Xia A, Wang K, Li L, Dong J, Du J, Hu R, Hao Y, Cui X, Wang Y. 2021. Spatial patterns of microbial nitrogen-cycling gene abundances along a precipitation gradient in various temperate grasslands at a regional scale. Geoderma, 404, 115236.
Zhu J, Wang Q, He N, Smith M D, Elser J J, Du J, Yuan G, Yu G, Yu Q. 2016. Imbalanced atmospheric nitrogen and phosphorus depositions in China: Implications for nutrient limitation. Journal of Geophysical Research (Biogeosciences), 121, 1605-1616.
Zong N, Song M, Zhao G, Shi P. 2020. Nitrogen economy of alpine plants on the north Tibetan Plateau: Nitrogen conservation by resorption rather than open sources through biological symbiotic fixation. Ecology and Evolution, 10, 2051-2061.
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