Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon

Authors: Xu, Haodi, Fan, Joshua, Tao, Feng, Jiang, Lifen, You, Fengqi, Houlton, Benjamin Z., Sun, Ying, Gomes, Carla P., Luo, Yiqi

Subject Terms: Physics - Geophysics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.00672

Isotopic evidence for increased carbon and nitrogen exchanges between peatland plants and their symbiotic microbes with rising atmospheric CO2 concentrations since 15, 000 cal. year BP

Authors: Yang, Qiannan, Liu, Ziping, Houlton, Benjamin Z., Gao, Decai, Chang, Qing, Li, Hongkai, Fan, Xianlei, Liu, Bai, Bai, Edith

Source: Global change biology. 29(7):1939-1950

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100182080898.0x000001&indx=1&recIds=ETOCvdc_100182080898.0x000001

Role of Organic and Conservation Agriculture in Ammonia Emissions and Crop Productivity in China

Authors: Xu, Peng, Li, Geng, Houlton, Benjamin Z., Ma, Lin, Ai, Dong, Zhu, Lei, Luan, Bo, Zhai, Shengqiang, Hu, Shiyao, Chen, Anping

Source: Environmental science & technology. 56(5):2977-2989

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN628809937&indx=1&recIds=ETOCRN628809937

Controls on soil microbial carbon use efficiency over long-term ecosystem development

Authors: Oliver, Erin E., Houlton, Benjamin Z., Lipson, David A.

Source: Biogeochemistry, 2021 Feb 01. 152(2/3), 309-325.

Access URL: https://www.jstor.org/stable/48761009

A review of carbon farming impacts on nitrogen cycling, retention, and loss

Authors: Almaraz, Maya, Wong, Michelle Y., Geoghegan, Emily K., Houlton, Benjamin Z.

Source: Annals of the New York Academy of Sciences. 1505(1):102-117

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100137042416.0x000001&indx=1&recIds=ETOCvdc_100137042416.0x000001

Intensive fertilizer use increases orchard N cycling and lowers net global warming potential

Authors: Khalsa, Sat Darshan S., Smart, David R., Muhammad, Saiful, Armstrong, Christine M., Sanden, Blake L., Houlton, Benjamin Z., Brown, Patrick H.

Source: In Science of the Total Environment 20 June 2020 722

Effects of Afforestation on Soil Carbon and Nitrogen Accumulation Depend on Initial Soil Nitrogen Status

Authors: Hong, Songbai, Cong, Nan, Ding, Jinzhi, Piao, Shilong, Liu, Lingli, Peñuelas, Josep, Chen, Anping, Quine, Timothy A., Zeng, Hui, Houlton, Benjamin Z.

Source: Global biogeochemical cycles. 37(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100172982467.0x000001&indx=1&recIds=ETOCvdc_100172982467.0x000001

Isotopic constraints on plant nitrogen acquisition strategies during ecosystem retrogression

Authors: Dynarski, Katherine A., Houlton, Benjamin Z.

Source: Oecologia, 2020 Mar 01. 192(3), 603-614.

Access URL: https://www.jstor.org/stable/48695884

Changing perspectives on terrestrial nitrogen cycling : The importance of weathering and evolved resource-use traits for understanding ecosystem responses to global change

Authors: Wooliver, Rachel, Pellegrini, Adam F. A., Waring, Bonnie, Houlton, Benjamin Z., Averill, Colin, Schimel, Joshua, Hedin, Lars O., Bailey, Joseph K., Schweitzer, Jennifer A.

Source: Functional Ecology, 2019 Oct 01. 33(10), 1818-1829.

Access URL: https://www.jstor.org/stable/48582951

Bedrock nitrogen weathering stimulates biological nitrogen fixation

Authors: Dynarski, Katherine A., Morford, Scott L., Mitchell, Scott A., Houlton, Benjamin Z.

Source: Ecology, 2019 Aug 01. 100(8), 1-10.

Access URL: https://www.jstor.org/stable/26749507

Global distribution and drivers of relative contributions among soil nitrogen sources to terrestrial plants.

Authors: Hu, Chao-Chen, Liu, Xue-Yan, Driscoll, Avery W., Kuang, Yuan-Wen, Brookshire, E. N. Jack, Lü, Xiao-Tao, Chen, Chong-Juan, Song, Wei, Mao, Rong, Liu, Cong-Qiang, Houlton, Benjamin Z.

Source: Nature Communications; 7/30/2024, Vol. 15 Issue 1, p1-9, 9p

Subject Terms: NITROGEN in soils, METEOROLOGICAL precipitation, ATMOSPHERIC deposition, PLANT-soil relationships, CHEMICAL composition of plants

Plant-soil feedbacks on free-living nitrogen fixation over geological time

Authors: Winbourne, Joy B., Houlton, Benjamin Z.

Source: Ecology, 2018 Nov 01. 99(11), 2496-2505.

Access URL: https://www.jstor.org/stable/26626531

Decadal Shift in Nitrogen Inputs and Fluxes Across the Contiguous United States: 2002–2012

Authors: Sabo, Robert D., Clark, Christopher M., Bash, Jesse, Sobota, Daniel, Cooter, Ellen, Dobrowolski, James P., Houlton, Benjamin Z., Rea, Anne, Schwede, Donna, Morford, Scott L., Compton, Jana E.

Source: Journal of geophysical research.Biogeosciences. 124(10):3104-3124

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100110350043.0x000001&indx=1&recIds=ETOCvdc_100110350043.0x000001

Control of the Nitrogen Isotope Composition of the Fungal Biomass: Evidence of Microbial Nitrogen Use Efficiency

Authors: Shinoda, Kazuki, Yano, Midori, Yoh, Muneoki, Yoshida, Makoto, Makabe, Akiko, Yamagata, Yohei, Houlton, Benjamin Z., Koba, Keisuke

Source: Microbes and environments. 34(1):5-12

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN620160517&indx=1&recIds=ETOCRN620160517

A World of Cobenefits: Solving the Global Nitrogen Challenge

Authors: Houlton, Benjamin Z., Almaraz, Maya, Aneja, Viney, Austin, Amy T., Bai, Edith, Cassman, Kenneth G., Compton, Jana E., Davidson, Eric A., Erisman, Jan Willem, Galloway, James N., Gu, Baojing, Yao, Guolin, Martinelli, Luiz A., Scow, Kate, Schlesinger, William H., Tomich, Thomas P., Wang, Chao, Zhang, Xin

Source: Earth's future. 7(8):865-872

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100088893946.0x000001&indx=1&recIds=ETOCvdc_100088893946.0x000001

Nitrogen Dynamics in Ice Storm-Damaged Forest Ecosystems: Implications for Nitrogen Limitation Theory

Authors: Houlton, Benjamin Z., Driscoll, Charles T., Fahey, Timothy J., Likens, Gene E., Groffman, Peter M., Bernhardt, Emily S., Buso, Donald C.

Source: Ecosystems, 2003 Aug 01. 6(5), 431-443.

Access URL: https://www.jstor.org/stable/3658640

Convergence in simulating global soil organic carbon by structurally different models after data assimilation.

Authors: Tao, Feng^1,2 (AUTHOR) phx.tao@gmail.com, Houlton, Benjamin Z.^1,3 (AUTHOR), Huang, Yuanyuan⁴ (AUTHOR), Wang, Ying‐Ping⁵ (AUTHOR), Manzoni, Stefano⁶ (AUTHOR), Ahrens, Bernhard⁷ (AUTHOR), Mishra, Umakant^8,9 (AUTHOR), Jiang, Lifen¹⁰ (AUTHOR), Huang, Xiaomeng² (AUTHOR) hxm@tsinghua.edu.cn, Luo, Yiqi¹⁰ (AUTHOR)

Source: Global Change Biology. May2024, Vol. 30 Issue 5, p1-19. 19p.

Subject Terms: *CARBON in soils, *DATA modeling, *CARBON cycle, *DATABASES, *KALMAN filtering

Size, distribution, and vulnerability of the global soil inorganic carbon.

Authors: Yuanyuan Huang^1,2, yuanyuanuang2011@gmail.com, Xiaodong Song³, Ying-Ping Wang⁴, Canadell, Josep G.⁵, Yiqi Luo⁶, Ciais, Philippe⁷, Anping Chen⁸, Songbai Hong⁹, Yugang Wang¹⁰, Feng Tao¹¹, Wei Li¹², Yiming Xu¹³, Mirzaeitalarposhti, Reza¹⁴, Elbasiouny, Heba¹⁵, Savin, Igor^16,17, Shchepashchenko, Dmitry^18,19,20, Rossel, Raphael A. Viscarra²¹, Goll, Daniel S.⁷, Jinfeng Chang^18,22, Houlton, Benjamin Z.¹¹

Source: Science; 4/12/2024, Vol. 384 Issue 6692, p233-239, 7p, 4 Color Photographs

Growth in the global N2 sink attributed to N fertilizer inputs over 1860 to 2000

Authors: Wang, Chao, Houlton, Benjamin Z., Dai, Weiwei, Bai, Edith

Source: In Science of the Total Environment 1 January 2017 574:1044-1053

Iron controls over di-nitrogen fixation in karst tropical forest

Authors: Winbourne, Joy B., Brewer, Steven W., Houlton, Benjamin Z.

Source: Ecology, 2017 Mar 01. 98(3), 773-781.

Access URL: http://www.jstor.org/stable/26164904