default author photo

Alice E. Milne

Rothamsted Research

West Common

Harpenden AL5 2JQ

United Kingdom

  • Rothamsted Research

SCHOLARLY PAPERS

10

DOWNLOADS

600

TOTAL CITATIONS

3

Scholarly Papers (10)

Actions:
Email selected abstracts
1.

Agricultural drought stress forecasting across different biomes in Brazil using machine learning

Downloads 99 (709,832)

Agricultural drought stress forecasting across different biomes in Brazil using machine learning

Number of pages: 30 Posted: 25 Oct 2025
Joseph William Gallear, Alice E. Milne, Stephan M. Haefele, Wan Ting Katty Huang, Anna Bradley and Marcelo Zeri
Rothamsted Research, Rothamsted Research, Rothamsted Research, University College London - Department of Civil, Environmental & Geomatic Engineering, Met Office and affiliation not provided to SSRN
Downloads 49 (1,107,422)

Abstract:

Loading...

Drought, remote sensing, Vegetation health index, Machine learning, forecasting, SPEI, agriculture, drought propagation, Agricultural drought, vegetation indices, natural hazards, water resources, soil moisture

Agricultural drought stress forecasting across different biomes in Brazil using machine learning

Number of pages: 30 Posted: 12 Nov 2025
Joseph William Gallear, Alice E. Milne, Stephan M. Haefele, Wan Ting Katty Huang, Anna Bradley and Marcelo Zeri
Rothamsted Research, Rothamsted Research, Rothamsted Research, University College London - Department of Civil, Environmental & Geomatic Engineering, Met Office and affiliation not provided to SSRN
Downloads 50 (1,107,422)

Abstract:

Loading...

Agricultural drought, SPEI, machine learning, Vegetation health index, Forecasting, climate variability

2.

Towards a Better Understanding of Rainfed Wheat Yield Predictions in Arid and Semi-Arid Regions: How Early, Precise, and Transferable Can These Models Be?

Number of pages: 41 Posted: 06 Jun 2024
bader Oulaid, Tadesse Gashaw Asrat, Alice E. Milne, Toby W. Waine, Rafiq EL ALAMI, Stephan M. Haefele, Abdellah Hamma, Nabil Farah and Ron Corstanje
Rothamsted Research, Cranfield University, Rothamsted Research, Cranfield University, Mohammed VI Polytechnic University, Rothamsted Research, Mohammed VI Polytechnic University, Mohammed VI Polytechnic University and Cranfield University
Downloads 90 (742,061)

Abstract:

Loading...

Wheat, Machine learning, Remote sensing, Early yield prediction, Transferability analysis, Feature contribution analysis

3.

Adaptations in Agricultural Water Management in Arid Regions: Modelling Farmer Behaviour and Cooperation on Irrigation Sustainability

Number of pages: 21 Posted: 16 Feb 2024
Imane EL FARTASSI, Helen Metcalfe, Rafiq EL ALAMI, Alhousseine Diarra, Vasthi Alonso-Chavez, Toby W. Waine, Joanna Zawadzka, Alice E. Milne and Ron Corstanje
Cranfield University, Rothamsted Research, Mohammed VI Polytechnic University, Mohammed VI Polytechnic University, Rothamsted Research, Cranfield University, Cranfield University, Rothamsted Research and Cranfield University
Downloads 86 (771,553)
Citation 1

Abstract:

Loading...

Farmer behaviour, crop management, Irrigation Management, Structural Equation Modelling, Theory of Planned Behaviour, cooperation

4.

Exploring the Effects of Land Management Change on Productivity, Carbon and Nutrient Balance: Application of a Hierarchical Modelling Approach to the Upper River Taw Observatory, UK

Number of pages: 42 Posted: 14 Dec 2021
Kirsty L. Hassall, Kevin Coleman, Prakash Dixit, Steve J. Granger, Yusheng Zhang, Ryan Sharp, Lianhai Wu, Andrew P. Whitmore, Goetz M. Richter, Adrian L. Collins and Alice E. Milne
Rothamsted Research, Rothamsted Research, Rothamsted Research, Rothamsted Research, affiliation not provided to SSRN, Rothamsted Research, affiliation not provided to SSRN, Rothamsted Research, Rothamsted Research, Rothamsted Research and Rothamsted Research
Downloads 60 (961,006)
Citation 1

Abstract:

Loading...

Agroecosystems modelling, trade-offs, ensemble modelling, nutrients flows, arable and livestock systems

5.

Using a Farm-Scale Approach to Examine the Effects of Field Margins and Landscape Features on Predatory Carabid Communities

Number of pages: 36 Posted: 02 Nov 2023
Kelly Jowett, Alice E. Milne, Dion Garrett, Dan Blumgart, Simon G. Potts, Deepa Senapathi and Jonathan Storkey
Rothamsted Research, Rothamsted Research, Rothamsted Research, Rothamsted Research, University of Reading, University of Reading and Rothamsted Research
Downloads 53 (1,041,696)

Abstract:

Loading...

Carabid, pest control, field margin, farm scale

6.

An Agent-Based Model of Farmer Decision Making: Application to Shared Water Resources in Arid and Semi-Arid Regions

Number of pages: 40 Posted: 20 Jul 2024
Imane EL FARTASSI, Alice E. Milne, Helen Metcalfe, Rafiq EL ALAMI, Alhousseine Diarra, Vasthi Alonso-Chavez, Joanna Zawadzka, Toby W. Waine and Ron Corstanje
Cranfield University, Rothamsted Research, Rothamsted Research, Mohammed VI Polytechnic University, Mohammed VI Polytechnic University, Rothamsted Research, Cranfield University, Cranfield University and Cranfield University
Downloads 52 (1,041,696)
Citation 1

Abstract:

Loading...

Agent-based modelling, Irrigation management, Farmer decision-making, Water scarcity, Soil salinization

7.

Trade-Offs Associated with Changing Cropping Patterns in Semi-Arid Areas of Morocco

Number of pages: 30 Posted: 13 Sep 2024
Imane EL FARTASSI, Alice E. Milne, bader Oulaid, Youssef Bezrhoud, Helen Metcalfe, Vasthi Alonso-Chavez, Kevin Coleman, Alhousseine Diarra, Rafiq EL ALAMI, Jonah Prout, Toby W. Waine, Joanna Zawadzka and Ron Corstanje
Cranfield University, Rothamsted Research, Rothamsted Research, Mohammed VI Polytechnic University, Rothamsted Research, Rothamsted Research, Rothamsted Research, Mohammed VI Polytechnic University, Mohammed VI Polytechnic University, Rothamsted Research, Cranfield University, Cranfield University and Cranfield University
Downloads 48 (1,097,529)

Abstract:

Loading...

Agroecosystems modelling, trade-offs, irrigated crops, RothC, Pareto fronts, communicating uncertainty

8.

Putting Numbers to a Metaphor: A Bayesian Belief Network with Which to Infer Soil Quality and Health

Number of pages: 25 Posted: 24 Oct 2023
Andrew P. Whitmore, Kirsty L. Hassall, Joanna Zawadzka, Alice E. Milne, Ron Corstanje, Jim Harris, Gordon A. Dailey, Aidan M. Keith, Margaret J. Glendining, Lindsay Todman and Steve P. McGrath
Rothamsted Research, Rothamsted Research, Cranfield University, Rothamsted Research, Cranfield University, Cranfield University, Rothamsted Research, UK Centre for Ecology & Hydrology, Rothamsted Research, University of Reading and Rothamsted Research
Downloads 46 (1,109,210)

Abstract:

Loading...

soil quality, Soil Health, Bayesian Networks, Long-term experiments, National data sets

9.

Agricultural Landscape Features Can Mitigate Field-Edge Yield Declines: Insights from Yield Monitor and Remote Sensing Data

Number of pages: 26 Posted: 25 Feb 2025
Helen Metcalfe, Samantha M. Cook and Alice E. Milne
Rothamsted Research, Rothamsted Research and Rothamsted Research
Downloads 39 (1,209,354)

Abstract:

Loading...

Agri-environment, Field Edge, Precision yield data, yield loss

10.

Ash Trees in Great Britain: How Might Land-Managers Respond to a New Threat?

Number of pages: 22 Posted: 07 May 2025
Clare Hall, Mariella Marzano, Berglind Karlsdottir, Toni Clarke, Alison Dyke, Joanne Morris, Nathan Brown, Vasthi Alonso-Chavez, Alice E. Milne and Liz O'Brien
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Rothamsted Research, Rothamsted Research and affiliation not provided to SSRN
Downloads 27 (1,359,097)

Abstract:

Loading...

Ash trees, emerald ash borer, ash dieback, decision making, trees pests, tree diseases, land-managers