Agricultural management

Hirte, Juliane, Walder, Florian, Hess, Julia, Büchi, Lucie ORCID: https://orcid.org/0000-0002-1935-6176, Colombi, Tino, van der Heijden, Marcel G. and Mayer, Jochen (2020) Enhanced root carbon allocation through organic farming is restricted to topsoils. Science of The Total Environment, 755 (2):143551. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.143551)

Classification and regression tree (CART)

Shang, Zhigen, Deng, Tong ORCID: https://orcid.org/0000-0003-4117-4317, He, Jianqiang and Duan, Xiaohui (2018) A novel model for hourly PM2.5 concentration prediction based on CART and EELM. Science of The Total Environment, 651 (2). pp. 3043-3052. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2018.10.193)

climate change

Yang, Huiyi, Dobbie, Steven, Ramirez-Villegas, Julian, Chen, Bing, Qiu, Shaojun, Ghosh, Sat and Challinor, Andy (2020) South India projected to be susceptible to high future groundnut failure rates for future climate change and geo-engineered scenarios. Science of The Total Environment, 747:141240. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.141240)

crop failure

Yang, Huiyi, Dobbie, Steven, Ramirez-Villegas, Julian, Chen, Bing, Qiu, Shaojun, Ghosh, Sat and Challinor, Andy (2020) South India projected to be susceptible to high future groundnut failure rates for future climate change and geo-engineered scenarios. Science of The Total Environment, 747:141240. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.141240)

ecosystem services modelling

Cerretelli, Stefania ORCID: https://orcid.org/0000-0003-3652-7253, Poggio, Laura ORCID: https://orcid.org/0000-0003-1892-0764, Gimona, Alessandro, Yakob, Getahun, Boke, Shiferaw, Habte, Mulugeta, Coull, Malcolm, Peressotti, Alessandro and Black, Helaina (2018) Spatial assessment of land degradation through key ecosystem services: The role of globally available data. Science of The Total Environment, 628-29. pp. 539-555. ISSN 0048-9697 (doi:10.1016/j.scitotenv.2018.02.085)

Ensemble model

Shang, Zhigen, Deng, Tong ORCID: https://orcid.org/0000-0003-4117-4317, He, Jianqiang and Duan, Xiaohui (2018) A novel model for hourly PM2.5 concentration prediction based on CART and EELM. Science of The Total Environment, 651 (2). pp. 3043-3052. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2018.10.193)

Ethiopia

Cerretelli, Stefania ORCID: https://orcid.org/0000-0003-3652-7253, Poggio, Laura ORCID: https://orcid.org/0000-0003-1892-0764, Gimona, Alessandro, Yakob, Getahun, Boke, Shiferaw, Habte, Mulugeta, Coull, Malcolm, Peressotti, Alessandro and Black, Helaina (2018) Spatial assessment of land degradation through key ecosystem services: The role of globally available data. Science of The Total Environment, 628-29. pp. 539-555. ISSN 0048-9697 (doi:10.1016/j.scitotenv.2018.02.085)

Extreme learning machine (ELM)

Shang, Zhigen, Deng, Tong ORCID: https://orcid.org/0000-0003-4117-4317, He, Jianqiang and Duan, Xiaohui (2018) A novel model for hourly PM2.5 concentration prediction based on CART and EELM. Science of The Total Environment, 651 (2). pp. 3043-3052. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2018.10.193)

extreme weather

Yang, Huiyi, Dobbie, Steven, Ramirez-Villegas, Julian, Chen, Bing, Qiu, Shaojun, Ghosh, Sat and Challinor, Andy (2020) South India projected to be susceptible to high future groundnut failure rates for future climate change and geo-engineered scenarios. Science of The Total Environment, 747:141240. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.141240)

Farming system

Hirte, Juliane, Walder, Florian, Hess, Julia, Büchi, Lucie ORCID: https://orcid.org/0000-0002-1935-6176, Colombi, Tino, van der Heijden, Marcel G. and Mayer, Jochen (2020) Enhanced root carbon allocation through organic farming is restricted to topsoils. Science of The Total Environment, 755 (2):143551. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.143551)

geoengineering

Yang, Huiyi, Dobbie, Steven, Ramirez-Villegas, Julian, Chen, Bing, Qiu, Shaojun, Ghosh, Sat and Challinor, Andy (2020) South India projected to be susceptible to high future groundnut failure rates for future climate change and geo-engineered scenarios. Science of The Total Environment, 747:141240. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.141240)

global datasets

Cerretelli, Stefania ORCID: https://orcid.org/0000-0003-3652-7253, Poggio, Laura ORCID: https://orcid.org/0000-0003-1892-0764, Gimona, Alessandro, Yakob, Getahun, Boke, Shiferaw, Habte, Mulugeta, Coull, Malcolm, Peressotti, Alessandro and Black, Helaina (2018) Spatial assessment of land degradation through key ecosystem services: The role of globally available data. Science of The Total Environment, 628-29. pp. 539-555. ISSN 0048-9697 (doi:10.1016/j.scitotenv.2018.02.085)

land degradation

Cerretelli, Stefania ORCID: https://orcid.org/0000-0003-3652-7253, Poggio, Laura ORCID: https://orcid.org/0000-0003-1892-0764, Gimona, Alessandro, Yakob, Getahun, Boke, Shiferaw, Habte, Mulugeta, Coull, Malcolm, Peressotti, Alessandro and Black, Helaina (2018) Spatial assessment of land degradation through key ecosystem services: The role of globally available data. Science of The Total Environment, 628-29. pp. 539-555. ISSN 0048-9697 (doi:10.1016/j.scitotenv.2018.02.085)

Local model

Shang, Zhigen, Deng, Tong ORCID: https://orcid.org/0000-0003-4117-4317, He, Jianqiang and Duan, Xiaohui (2018) A novel model for hourly PM2.5 concentration prediction based on CART and EELM. Science of The Total Environment, 651 (2). pp. 3043-3052. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2018.10.193)

nitrogen retention

Cerretelli, Stefania ORCID: https://orcid.org/0000-0003-3652-7253, Poggio, Laura ORCID: https://orcid.org/0000-0003-1892-0764, Gimona, Alessandro, Yakob, Getahun, Boke, Shiferaw, Habte, Mulugeta, Coull, Malcolm, Peressotti, Alessandro and Black, Helaina (2018) Spatial assessment of land degradation through key ecosystem services: The role of globally available data. Science of The Total Environment, 628-29. pp. 539-555. ISSN 0048-9697 (doi:10.1016/j.scitotenv.2018.02.085)

On-farm study

Hirte, Juliane, Walder, Florian, Hess, Julia, Büchi, Lucie ORCID: https://orcid.org/0000-0002-1935-6176, Colombi, Tino, van der Heijden, Marcel G. and Mayer, Jochen (2020) Enhanced root carbon allocation through organic farming is restricted to topsoils. Science of The Total Environment, 755 (2):143551. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.143551)

PM2.5 concentration prediction

Shang, Zhigen, Deng, Tong ORCID: https://orcid.org/0000-0003-4117-4317, He, Jianqiang and Duan, Xiaohui (2018) A novel model for hourly PM2.5 concentration prediction based on CART and EELM. Science of The Total Environment, 651 (2). pp. 3043-3052. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2018.10.193)

Root biomass distribution

Hirte, Juliane, Walder, Florian, Hess, Julia, Büchi, Lucie ORCID: https://orcid.org/0000-0002-1935-6176, Colombi, Tino, van der Heijden, Marcel G. and Mayer, Jochen (2020) Enhanced root carbon allocation through organic farming is restricted to topsoils. Science of The Total Environment, 755 (2):143551. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.143551)

Root carbon inputs

Hirte, Juliane, Walder, Florian, Hess, Julia, Büchi, Lucie ORCID: https://orcid.org/0000-0002-1935-6176, Colombi, Tino, van der Heijden, Marcel G. and Mayer, Jochen (2020) Enhanced root carbon allocation through organic farming is restricted to topsoils. Science of The Total Environment, 755 (2):143551. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.143551)

soil erosion

Cerretelli, Stefania ORCID: https://orcid.org/0000-0003-3652-7253, Poggio, Laura ORCID: https://orcid.org/0000-0003-1892-0764, Gimona, Alessandro, Yakob, Getahun, Boke, Shiferaw, Habte, Mulugeta, Coull, Malcolm, Peressotti, Alessandro and Black, Helaina (2018) Spatial assessment of land degradation through key ecosystem services: The role of globally available data. Science of The Total Environment, 628-29. pp. 539-555. ISSN 0048-9697 (doi:10.1016/j.scitotenv.2018.02.085)

South India

Yang, Huiyi, Dobbie, Steven, Ramirez-Villegas, Julian, Chen, Bing, Qiu, Shaojun, Ghosh, Sat and Challinor, Andy (2020) South India projected to be susceptible to high future groundnut failure rates for future climate change and geo-engineered scenarios. Science of The Total Environment, 747:141240. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.141240)

Subsoil

Hirte, Juliane, Walder, Florian, Hess, Julia, Büchi, Lucie ORCID: https://orcid.org/0000-0002-1935-6176, Colombi, Tino, van der Heijden, Marcel G. and Mayer, Jochen (2020) Enhanced root carbon allocation through organic farming is restricted to topsoils. Science of The Total Environment, 755 (2):143551. ISSN 0048-9697 (Print), 1879-1026 (Online) (doi:10.1016/j.scitotenv.2020.143551)