%0 Journal Article
%J Environmental Modelling and Software
%D 2021
%T Agricultural erosion modelling: Evaluating USLE and WEPP field-scale erosion estimates using UAV time-series data
%A Benjamin U. Meinen
%A Derek T. Robinson
%X Soil erosion models, typically applied at basin and watershed scales, are rarely evaluated at agricultural field scales due to the lack of spatially-distributed time series data. A novel unmanned aerial vehicle (UAV) methodology was used to quantify farm-field soil erosion from nine UAV surveys and structure-from-motion (SfM). Using a semi-distributed approach, we evaluated soil erosion estimates from the Universal Soil Loss Equation (USLE) and Water Erosion Prediction Project (WEPP). The annual erosion rate, measured with the UAV methodology, was 18.83 t ha−1 yr−1, with USLE and WEPP predictions of 26.23 t ha−1 yr−1 and 16.41 t ha−1 yr−1, respectively. Modelled annual and sub-annual erosion rates with WEPP were within the upper-limit of predictive accuracy, while the USLE tended to systematically overestimate soil erosion rates. These outcomes have implications on the efficacy of conservation efforts, which is highlighted through a discussion and comparison of different best-management practice applications.
%B Environmental Modelling and Software
%V 137
%P 104962
%G eng
%U https://www.sciencedirect.com/science/article/pii/S1364815221000050
%0 Journal Article
%J Environmental Modelling and Software
%D 2021
%T Replication of an agent-based model using the Replication Standard
%A Jiaxin Zhang
%A Derek T. Robinson
%X Despite the critical role that replication plays in the advancement of science, its presence in modelling literature is rare. To encourage others to conduct replication and report success and challenges that facilitate or hinder replication, we present the replication of an agent-based model (ABM) of residential sprawl using the Replication Standard. Replication results achieved relational equivalence. Through the replication process, issues with the original research were identified and corrected in an Improved model, which qualitatively supported original results. A specific challenge affecting alignment of original and Replicate models included capturing model output variability and publishing all original output data for statistical analysis. Through the replication of agent-based models, additional confidence in model behaviour can be garnered and replicated can become accredited for reuse by others. Future research in the development and refinement of replication methodology and assessments should be cultivated along with a culture of value for replication efforts.
%B Environmental Modelling and Software
%V 139
%P 105016
%G eng
%U https://www.sciencedirect.com/science/article/pii/S1364815221000591
%0 Journal Article
%J Modelling feedbacks between human and natural processes in the land system
%D 2018
%T Earth System Dynamics
%A Derek T. Robinson
%A Alan Di Vittorio
%A Peter Alexander
%A Almut Arneth
%A C. Michael Barton
%A Daniel G. Brown
%A Albert Kettner
%A Carsten Lemmen
%A Brian C. O'Neill
%A Marco Janssen
%A Thomas A. M. Pugh
%A Sam S. Rabin
%A Mark Rounsevell
%A James P. Syvitski
%A Isaac Ullah
%A Peter H. Verburg
%B Modelling feedbacks between human and natural processes in the land system
%G eng
%U https://doi.org/10.5194/esd-9-895-2018
%0 Journal Article
%J Comparison of methods for quantifying consumer spending on retail using publicly available data
%D 2018
%T International Journal of Geographical Information Science
%A Derek T. Robinson
%A Andrei M. Balulescu
%B Comparison of methods for quantifying consumer spending on retail using publicly available data
%G eng
%U https://doi.org/10.1080/13658816.2018.1423684
%0 Journal Article
%J Comparison of Statistical Approaches for Modelling Land-Use Change
%D 2018
%T Land
%A Bo Sun
%A Derek Robinson
%B Comparison of Statistical Approaches for Modelling Land-Use Change
%G eng
%U http://www.mdpi.com/2073-445X/7/4/144
%0 Journal Article
%J Modelling feedbacks between human and natural processes in the land system
%D 2017
%T Earth System Dynamics Discussions
%A Derek T. Robinson
%A Alan Di Vittorio
%A Peter Alexander
%A Almut Arneth
%A C. Michael Barton
%A Daniel G. Brown
%A Albert Kettner
%A Carsten Lemmen
%A Brian C. O'Neill
%A Marco Janssen
%A Thomas A. M. Pugh
%A Sam S. Rabin
%A Mark Rounsevell
%A James P. Syvitski
%A Isaac Ullah
%A Peter H. Verburg
%B Modelling feedbacks between human and natural processes in the land system
%G eng
%U https://doi.org/10.5194/esd-2017-68
%0 Journal Article
%J Benchmarking stereo-derived DSMs to lidar by land cover and slope for resource development in northern Ontario, Canada
%D 2016
%T International Journal of Remote Sensing
%A Evans, I.S.
%A Miki, J.
%A Ho, J.
%A Robinson, D.T.
%B Benchmarking stereo-derived DSMs to lidar by land cover and slope for resource development in northern Ontario, Canada
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84960193458&partnerID=MN8TOARS
%0 Journal Article
%J Modelling farmer decision-making to anticipate tradeoffs between provisioning ecosystem services and biodiversity
%D 2015
%T Agricultural Systems
%A Guillem, E.E.
%A Murray-Rust, D.
%A Robinson, D.T.
%A Barnes, A.
%A Rounsevell, M.D.A.
%B Modelling farmer decision-making to anticipate tradeoffs between provisioning ecosystem services and biodiversity
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84927156132&partnerID=MN8TOARS
%0 Journal Article
%J Modular ABM development for improved dissemination and training
%D 2015
%T Environmental Modelling and Software
%A Bell, A.R.
%A Robinson, D.T.
%A Malik, A.
%A Dewal, S.
%B Modular ABM development for improved dissemination and training
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84940043957&partnerID=MN8TOARS
%0 Journal Article
%J Megaproject reclamation and climate change
%D 2015
%T Nature Climate Change
%A Rooney, R.C.
%A Robinson, D.T.
%A Petrone, R.
%B Megaproject reclamation and climate change
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84945249932&partnerID=MN8TOARS
%0 Journal Article
%J Market Impacts on Land-Use Change: An Agent-Based Experiment
%D 2014
%T Annals of the Association of American Geographers
%A Sun, S.
%A Parker, D.C.
%A Huang, Q.
%A Filatova, T.
%A Robinson, D.T.
%A Riolo, R.L.
%A Hutchins, M.
%A Brown, D.G.
%B Market Impacts on Land-Use Change: An Agent-Based Experiment
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84899733890&partnerID=MN8TOARS
%0 Journal Article
%J An open framework for agent based modelling of agricultural land use change
%D 2014
%T Environmental Modelling and Software
%A Murray-Rust, D.
%A Robinson, D.T.
%A Guillem, E.
%A Karali, E.
%A Rounsevell, M.
%B An open framework for agent based modelling of agricultural land use change
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84904753472&partnerID=MN8TOARS
%0 Journal Article
%J Combining agent functional types, capitals and services to model land use dynamics
%D 2014
%T Environmental Modelling and Software
%A Murray-Rust, D.
%A Brown, C.
%A van Vliet, J.
%A Alam, S.J.
%A Robinson, D.T.
%A Verburg, P.H.
%A Rounsevell, M.
%B Combining agent functional types, capitals and services to model land use dynamics
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84902580798&partnerID=MN8TOARS
%0 Journal Article
%J Quantifying spatial-temporal change in land-cover and carbon storage among exurban residential parcels
%D 2014
%T Landscape Ecology
%A Huang, Q.
%A Robinson, D.T.
%A Parker, D.C.
%B Quantifying spatial-temporal change in land-cover and carbon storage among exurban residential parcels
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84894313265&partnerID=MN8TOARS
%0 Journal Article
%J Agent-based modelling of land use dynamics and residential quality of life for future scenarios
%D 2013
%T Environmental Modelling and Software
%A Murray-Rust, D.
%A Rieser, V.
%A Robinson, D.T.
%A Miličič, V.
%A Rounsevell, M.
%B Agent-based modelling of land use dynamics and residential quality of life for future scenarios
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84892491222&partnerID=MN8TOARS
%0 Journal Article
%J Effects of land markets and land management on ecosystem function: A framework for modelling exurban land-change
%D 2013
%T Environmental Modelling and Software
%A Robinson, D.T.
%A Sun, S.
%A Hutchins, M.
%A Riolo, R.L.
%A Brown, D.G.
%A Parker, D.C.
%A Filatova, T.
%A Currie, W.S.
%A Kiger, S.
%B Effects of land markets and land management on ecosystem function: A framework for modelling exurban land-change
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84878252872&partnerID=MN8TOARS
%0 Journal Article
%J Interactions between organizations and networks in common-pool resource governance
%D 2013
%T Environmental Science and Policy
%A Agrawal, A.
%A Brown, D.G.
%A Rao, G.
%A Riolo, R.
%A Robinson, D.T.
%A Bommarito, M.
%B Interactions between organizations and networks in common-pool resource governance
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84868503934&partnerID=MN8TOARS
%0 Journal Article
%J Representing ecological processes in agent-based models of land use and cover change
%D 2013
%T Journal of Land Use Science
%A Luus, K.A.
%A Robinson, D.T.
%A Deadman, P.J.
%B Representing ecological processes in agent-based models of land use and cover change
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84877890843&partnerID=MN8TOARS
%0 Book
%B Do land markets matter? A modeling ontology and experimental design to test the effects of land markets for an agent-based model of ex-urban residential land-use change
%D 2012
%T Agent-Based Models of Geographical Systems
%A Parker, D.C.
%A Brown, D.G.
%A Filatova, T.
%A Riolo, R.
%A Robinson, D.T.
%A Sun, S.
%B Do land markets matter? A modeling ontology and experimental design to test the effects of land markets for an agent-based model of ex-urban residential land-use change
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84955754485&partnerID=MN8TOARS
%0 Book
%B Modelling the impacts of land system dynamics on human well-being: Using an agent-based approach to cope with data limitations in Koper, Slovenia
%D 2012
%T Computers, Environment and Urban Systems
%A Robinson, D.T.
%A Murray-Rust, D.
%A Rieser, V.
%A Miličič, V.
%A Rounsevell, M.
%B Modelling the impacts of land system dynamics on human well-being: Using an agent-based approach to cope with data limitations in Koper, Slovenia
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84858080220&partnerID=MN8TOARS
%0 Book
%B Land-cover fragmentation and configuration of ownership parcels in an exurban landscape
%D 2012
%T Land-cover fragmentation and configuration of ownership parcels in an exurban landscape
%B Land-cover fragmentation and configuration of ownership parcels in an exurban landscape
%G eng
%0 Book
%B From actors to agents in socio-ecological systems models
%D 2012
%T Philosophical Transactions of the Royal Society B: Biological Sciences
%A Rounsevell, M.D.A.
%A Robinson, D.T.
%A Murray-Rust, D.
%B From actors to agents in socio-ecological systems models
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-82755162204&partnerID=MN8TOARS
%0 Journal Article
%J Integrating land markets, land management, and ecosystem function in a model of land change
%D 2010
%T Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010
%A Robinson, D.T.
%A Filatova, T.
%A Sun, S.
%A Riolo, R.L.
%A Brown, D.G.
%A Parker, D.C.
%A Hutchins, M.
%A Currie, W.S.
%A Nassauer, J.I.
%B Integrating land markets, land management, and ecosystem function in a model of land change
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84863402697&partnerID=MN8TOARS
%0 Book
%B Modelling carbon storage in highly fragmented and human-dominated landscapes: Linking land-cover patterns and ecosystem models
%D 2009
%T Ecological Modelling
%A Robinson, D.T.
%A Brown, D.G.
%A Currie, W.S.
%B Modelling carbon storage in highly fragmented and human-dominated landscapes: Linking land-cover patterns and ecosystem models
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-63549134763&partnerID=MN8TOARS
%0 Book
%B The emergence of zoning policy games in exurban jurisdictions: Informing collective action theory
%D 2009
%T The emergence of zoning policy games in exurban jurisdictions: Informing collective action theory
%B The emergence of zoning policy games in exurban jurisdictions: Informing collective action theory
%G eng
%0 Journal Article
%J Evaluating the effects of land-use development policies on ex-urban forest cover: An integrated agent-based GIS approach
%D 2009
%T Evaluating the effects of land-use development policies on ex-urban forest cover: An integrated agent-based GIS approach
%B Evaluating the effects of land-use development policies on ex-urban forest cover: An integrated agent-based GIS approach
%G eng
%0 Book
%B Perspectives on land-change science and carbon management
%D 2009
%T Land use and the Carbon Cycle: Advances in Integrated Science, Management, and Policy
%A Brown, D.G.
%A Robinson, D.T.
%A French, N.H.F.
%B Perspectives on land-change science and carbon management
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84924097191&partnerID=MN8TOARS
%0 Book
%B Limitations, challenges, and solutions to integrating carbon dynamics with land-use models
%D 2009
%T Land use and the Carbon Cycle: Advances in Integrated Science, Management, and Policy
%A Evans, T.P.
%A Robinson, D.T.
%A Schmitt-Harsh, M.
%B Limitations, challenges, and solutions to integrating carbon dynamics with land-use models
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84924099018&partnerID=MN8TOARS
%0 Book
%B Linking land use and the carbon cycle
%D 2009
%T Land use and the Carbon Cycle: Advances in Integrated Science, Management, and Policy
%A Robinson, D.T.
%A Brown, D.G.
%A French, N.H.F.
%A Reed, B.C.
%B Linking land use and the carbon cycle
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84924090585&partnerID=MN8TOARS
%0 Book
%B Land use and the carbon cycle: Advances in integrated science, management, and policy
%D 2009
%T Land use and the Carbon Cycle: Advances in Integrated Science, Management, and Policy
%A Brown, D.G.
%A Robinson, D.T.
%A French, N.H.F.
%A Reed, B.C.
%B Land use and the carbon cycle: Advances in integrated science, management, and policy
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-84924090193&partnerID=MN8TOARS
%0 Book
%B Exurbia from the bottom-up: Confronting empirical challenges to characterizing a complex system
%D 2008
%T Exurbia from the bottom-up: Confronting empirical challenges to characterizing a complex system
%B Exurbia from the bottom-up: Confronting empirical challenges to characterizing a complex system
%G eng
%0 Book
%B Land use change: Complexity and comparisons
%D 2008
%T Journal of Land Use Science
%A Rindfuss, R.
%A Entwisle, B.
%A Walsh, S.
%A Li, A.
%A Badenoch, N.
%A Brown, D.
%A Deadman, P.
%A Evans, T.
%A Fox, J.
%A Geoghegan, J.
%A Gutmann, M.
%A Kelly, M.
%A Linderman, M.
%A Liu, J.
%A Malanson, G.
%A Mena, C.
%A Messina, J.
%A Moran, E.
%A Parker, D.
%A Parton, W.
%A Prasartkul, P.
%A Robinson, D.
%A Sawangdee, Y.
%A Vanwey, L.
%A Verburg, P.
%B Land use change: Complexity and comparisons
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-48249099332&partnerID=MN8TOARS
%0 Journal Article
%J Comparison of empirical methods for building agent-based models in land use science
%D 2007
%T Journal of Land Use Science
%A Robinson, Derek T.
%A Brown, Daniel G.
%A Parker, Dawn C.
%A Schreinemachers, Pepijn
%A Janssen, Marco A.
%A Huigen, Marco
%A Wittmer, Heidi
%A Gotts, Nick
%A Promburom, Panomsak
%A Irwin, Elena
%A Berger, Thomas
%A Gatzweiler, Franz
%A Barnaud, Cécile
%B Comparison of empirical methods for building agent-based models in land use science
%G eng
%0 Journal Article
%J Effects of heterogeneity in residential preferences on an agent-based model of urban sprawl
%D 2006
%T Ecology and Society
%A Brown, D.G.
%A Robinson, D.T.
%B Effects of heterogeneity in residential preferences on an agent-based model of urban sprawl
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-33745921759&partnerID=MN8TOARS
%0 Journal Article
%J Spatial process and data models: Toward integration of agent-based models and GIS
%D 2005
%T Journal of Geographical Systems
%A Brown, D.G.
%A Riolo, R.
%A Robinson, D.T.
%A North, M.
%A Rand, W.
%B Spatial process and data models: Toward integration of agent-based models and GIS
%G eng
%U http://www.scopus.com/inward/record.url?eid=2-s2.0-16344372312&partnerID=MN8TOARS
%0 Journal Article
%J Colonist household decisionmaking and land-use change in the Amazon Rainforest: an agent-based simulation
%D 2004
%T Colonist household decisionmaking and land-use change in the Amazon Rainforest: an agent-based simulation
%B Colonist household decisionmaking and land-use change in the Amazon Rainforest: an agent-based simulation
%G eng