Short Guide to the Department for Environment Food Rural Affairs
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Applications of Machine Learning in Common Agricultural Policy at the Rural Payments Agency
Applications of Machine Learning in Common Agricultural Policy at the Rural Payments Agency Sanjay Rana Senior GIS Analyst GI Technical Team Reading 1 What are you gonna find out? • Knowing me and RPA (and knowing you - aha ?!) • How are we using Machine Learning at the RPA? – Current Activities – Random Forest for Making Crop Map of England – Work in Progress Activities – Deep Learning for Crop Map of England, Land Cover Segmentation, and locating Radio Frequency Interference • I will cover more on applications of Machine Learning for RPA operations, and less about technical solutions. 2 My resume so far… Geology GIS GeoComputation Academics Researcher & Radio DJ Consultant Civil Servant Lecturer Profession 3 Rural Payments Agency Rural Payments Agency (RPA) is the Defra agency responsible for the distribution of subsidies to farmers and landowners in England under all the EU's Common Agricultural Policy (CAP) schemes. 4 Area Based Payments/Subsidies Claim Claim Validation Visual Checks Machine Learning Control Helpline 5 A bit more info on Controls • To calculate correct CAP payments, the RPA Land Parcel Information System (LPIS) is constantly being updated with information from customers, OS MasterMap, Aerial Photographs and Satellite Images. • But, in addition as per EU regulations, claims from approximately 5% of customers must be controlled (i.e. checked) annually. Failure to make correct payments lead to large penalties for Member States. France had a disallowance of 1 billion euro for mismanaging CAP funds during 2009- 2013. • Controls/Checks are done either through regular Field Inspections (20%), or Remotely with Very High Resolution Satellite Images (80%) for specific areas* to ascertain farmer declaration of agricultural (e.g. -
Forensic Science and Beyond: Authenticity, Provenance and Assurance
Edinburgh Research Explorer ‘Notions of purity Citation for published version: Bray, F 2015, '‘Notions of purity: an anthropological perspective’' Annual Report of the Government Chief Scientific Adviser 2015. Forensic Science and Beyond: Authenticity, Provenance and Assurance. , pp. 120- 122. <https://www.gov.uk/government/publications/forensic-science-and-beyond> Link: Link to publication record in Edinburgh Research Explorer Document Version: Publisher's PDF, also known as Version of record Published In: Annual Report of the Government Chief Scientific Adviser 2015. Forensic Science and Beyond: Authenticity, Provenance and Assurance. Publisher Rights Statement: Open Government Licence v3.0 General rights Copyright for the publications made accessible via the Edinburgh Research Explorer is retained by the author(s) and / or other copyright owners and it is a condition of accessing these publications that users recognise and abide by the legal requirements associated with these rights. Take down policy The University of Edinburgh has made every reasonable effort to ensure that Edinburgh Research Explorer content complies with UK legislation. If you believe that the public display of this file breaches copyright please contact [email protected] providing details, and we will remove access to the work immediately and investigate your claim. Download date: 04. Oct. 2021 FORENSIC SCIENCE AND BEYOND: AUTHENTICITY, PROVENANCE AND ASSURANCE EVIDENCE AND CASE STUDIES l l l l l l l Annual Report of the Government Chief Scientific Adviser 2015 Forensic Science and Beyond: Authenticity, Provenance and Assurance Evidence and Case Studies This volume comprises chapters which form the evidence for the Government Chief Scientific Adviser’s Annual Report 2015, together with illustrative case studies. -
Hc 797 2012-2013
REPORT BY THE COMPTROLLER AND AUDITOR GENERAL HC 797 SESSION 2012-13 12 DECEMBER 2012 Department for Environment, Food and Rural Affairs Streamlining farm oversight Our vision is to help the nation spend wisely. We apply the unique perspective of public audit to help Parliament and government drive lasting improvement in public services. The National Audit Office scrutinises public spending for Parliament and is independent of government. The Comptroller and Auditor General (C&AG), Amyas Morse, is an Officer of the House of Commons and leads the NAO, which employs some 860 staff. The C&AG certifies the accounts of all government departments and many other public sector bodies. He has statutory authority to examine and report to Parliament on whether departments and the bodies they fund have used their resources efficiently, effectively, and with economy. Our studies evaluate the value for money of public spending, nationally and locally. Our recommendations and reports on good practice help government improve public services, and our work led to audited savings of more than £1 billion in 2011. Department for Environment, Food and Rural Affairs Streamlining farm oversight Report by the Comptroller and Auditor General Ordered by the House of Commons to be printed on 10 December 2012 This report has been prepared under Section 6 of the National Audit Act 1983 for presentation to the House of Commons in accordance with Section 9 of the Act Amyas Morse Comptroller and Auditor General National Audit Office 6 December 2012 HC 797 London: The Stationery Office £16.00 This report considers the extent to which farm oversight is being successfully streamlined. -
Rural Payments Agency Business Plan 2014/15
Rural Payments Agency Business Plan 2014/15 Contents Foreword by the Chief Executive Officer 2 Our purpose 3 Our strategic goals and priorities 4 Indicators and targets 4 Year three of our Five Year Plan – what will we deliver in 2014/15? 6 Being more efficient 10 Better regulation 11 Risk management 12 Joint working and service delivery reform 13 Tackling fraud and error 14 Our people 15 Sustainability 16 Health and Safety 17 Annex A - Financial information 18 Annex B - Governance 22 Annex C - Overview of RPA governance structure 24 Annex D - New activity in 2014/15 25 Annex E - How to contact us 27 Foreword by the Chief Executive Officer Today’s Rural Payments Agency (RPA) is completely unrecognisable from the organisation I joined just over three years ago. When we launched our Five Year Plan in 2012, we promised to stabilise the agency within two years to be in the best position possible to deliver Common Agricultural Policy (CAP) reform in 2015. I am delighted to report this objective has been achieved. By the end of 2013/14 we had delivered the majority of our Strategic Improvement Plan projects and turned in our best ever SPS payments performance while continuing to offer excellent service in other ‘business as usual’ areas such as British Cattle Movement Service (BCMS), farm inspections and our Trader schemes. The coming year will be extremely challenging as we prepare our people, customers and systems for major reform of the CAP. Our aim is to deliver quality business as usual services and safeguard our performance from 2013/14, while also ensuring we are prepared for the change needed to support CAP reform. -
This Document Was Withdrawn on 6 November 2017
2017. November 6 on understanding withdrawn was water for wildlife document This Water resources and conservation: the eco-hydrological requirements of habitats and species Assessing We are the Environment Agency. It’s our job to look after your 2017. environment and make it a better place – for you, and for future generations. Your environment is the air you breathe, the water you drink and the ground you walk on. Working with business, Government and society as a whole, we are makingNovember your environment cleaner and healthier. 6 The Environment Agency. Out there, makingon your environment a better place. withdrawn was Published by: Environment Agency Rio House Waterside Drive, Aztec West Almondsbury, Bristol BS32 4UD Tel: 0870document 8506506 Email: [email protected] www.environment-agency.gov.uk This© Environment Agency All rights reserved. This document may be reproduced with prior permission of the Environment Agency. April 2007 Contents Brief summary 1. Introduction 2017. 2. Species and habitats 2.2.1 Coastal and halophytic habitats 2.2.2 Freshwater habitats 2.2.3 Temperate heath, scrub and grasslands 2.2.4 Raised bogs, fens, mires, alluvial forests and bog woodland November 2.3.1 Invertebrates 6 2.3.2 Fish and amphibians 2.3.3 Mammals on 2.3.4 Plants 2.3.5 Birds 3. Hydro-ecological domains and hydrological regimes 4 Assessment methods withdrawn 5. Case studies was 6. References 7. Glossary of abbreviations document This Environment Agency in partnership with Natural England and Countryside Council for Wales Understanding water for wildlife Contents Brief summary The Restoring Sustainable Abstraction (RSA) Programme was set up by the Environment Agency in 1999 to identify and catalogue2017. -
UK Multi-National Control Plan 2013-2019 Updated 2018
Multi -Annual National Control Plan for the United Kingdom April 2013 to March 2019 April 2013 to March 2019 (last updated March 2018) Index Table of Contents Chapter 1 - Introduction ...................................................................................................................................... 4 Management of the review and reporting process ...................................................................................... 5 Chapter 2 – National Strategic Objectives ....................................................................................................... 6 Overall Objectives of the MANCP ................................................................................................................. 6 Overall Objectives of Central Competent Authorities (CCAs) ................................................................... 7 Food Standards Agency (FSA) ...................................................................................................................... 7 Food Standards Scotland (FSS) .................................................................................................................... 7 Department for Environment, Food and Rural Affairs (Defra) ................................................................... 8 Chapter 3 – Designation of Competent Authorities, ..................................................................................... 10 National Reference Laboratories (NRLs) & Control Bodies ....................................................................... -
Healthy Ecosystems East Anglia a Landscape Enterprise Networks Opportunity Analysis
1 Healthy Ecosystems East Anglia A Landscape Enterprise Networks opportunity analysis Making Landscapes work for Business and Society Message LENs: Making landscapes 1 work for business and society This document sets out a new way in which businesses can work together to influence the assets in their local landscape that matter to their bottom line. It’s called the Landscape Enterprise Networks or ‘LENs’ Approach, and has been developed in partnership by BITC, Nestlé and 3Keel. Underpinning the LENs approach is a systematic understanding of businesses’ landscape dependencies. This is based on identifying: LANDSCAPE LANDSCAPE FUNCTIONS ASSETS The outcomes that beneficiaries The features and depend on from the landscape in characteristics LANDSCAPE order to be able to operate their in a landscape that underpin BENEFICIARIES businesses. These are a subset the delivery of those functions. Organisations that are of ecosystem services, in that These are like natural capital, dependent on the they are limited to functions in only no value is assigned to landscape. This is the which beneficiaries have them beyond the price ‘market’. sufficient commercial interest to beneficiaries are willing to pay make financial investments in to secure the landscape order to secure them. functions that the Natural Asset underpins. Funded by: It provides a mechanism It moves on from It pulls together coalitions It provides a mechanism Benefits 1 for businesses to start 2 theoretical natural capital 3 of common interest, 4 for ‘next generation’ intervening to landscape- valuations, to identify pooling resources to share diversification in the rural of LENs derived risk in their real-world value propositions the cost of land management economy - especially ‘backyards’; and transactions; interventions; relevant post-Brexit. -
Finding Common Ground
Finding common ground Integrating local and national interests on commons: guidance for assessing the community value of common land Downley Common in the Buckinghamshire Chilterns. 25a Bell Street, Henley-on-Thames, Oxon RG9 2BA tel: 01491 573535 fax 01491 573051 e-mail: [email protected] website: www.oss.org.uk (registered in England and Wales, limited company number 7846516, registered charity number 144840) March 2010 with minor revisions January 2013 About this report This work was commissioned by Natural England and funded through its Ma- jor Project on Common Land. The objective of the work, as given in the work specification, is to identify mechanisms to recognise and take account of local community interests on commons, hence complementing established criteria used in assessing national importance of land for interests such as nature con- servation and landscape. The intention is not that community interests should be graded or weighed and balanced against national interests, but rather that they should be given proper recognition and attention when considering man- agement on a common, seeking to integrate local and national aspirations within management frameworks. Specifically, the purpose of the commission was to provide information to enable the user or practitioner to: i be aware of issues relating to the community interests of common land, ii assess the importance of common land to local neighbourhoods, iii engage with communities and understand their perspectives, iv incorporate community concerns in any scheme examining the future and management of commons. The advice and views presented in this report are entirely those of the Open Spaces Society and its officers. -
Lignocellulosic Feedstock in the UK
Lignocellulosic feedstock in the UK November 2014 A report for the Lignocellulosic Biorefinery Network Authors: Davide Di Maio and David Turley Reviewer: Lucy Hopwood Disclaimer While NNFCC considers that the information and opinions given in this work are sound, all parties must rely on their own skill and judgement when making use of it NNFCC will not assume any liability to anyone for any loss or damage arising out of the provision of this report. NNFCC NNFCC is a leading international consultancy with expertise on the conversion of biomass to bioenergy, biofuels and bio-based products. NNFCC, Biocentre, Phone: +44 (0)1904 435182 York Science Park, Fax: +44 (0)1904 435345 Innovation Way, E: [email protected] Heslington, York, Web: www.nnfcc.co.uk YO10 5DG. 2 Executive Summary NNFCC was commissioned by the Lignocellulosic Biorefinery Network (LBNet) to survey the potential availability of existing domestic lignocellulosic non-food crop feedstock wastes and residues to support the development of UK biorefineries. The objective was to assess the current availability of domestic crop and forest residues; dedicated biomass crops; green waste and waste from the paper industry. Current competing uses for these materials were identified and the potential to expand the resource examined. Impacts of regional and temporal variability were considered and data on costs and composition were collated. The analysis highlighted that the UK has nearly 16 million tons of biomass waste arising from the feedstocks studied. The greatest contributions to this total are from green waste, agricultural straw and a significant amount of waste paper that is currently collected but not recycled in the UK. -
Countryside Stewardship: Hedgerows and Boundaries
The European Agricultural Fund for Rural Development Europe investing in rural areas Countryside Stewardship: Hedgerows and Boundaries Countryside www.gov.uk/rpa/cs Stewardship Protecting the natural environment for future generations Cover image © Peter Roworth1 Are you and your land registered? Not registered: call us on 03000 200 301 and we can help you. If you are registered: sign in now and check your information is up to date. Make sure that all the land parcels you want to include in your application are registered in the Rural Payments service, and linked to your Single Business Identifier (SBI). www.gov.uk/claim-rural-payments Contents Updates for 2020 including table of key dates 4 Introduction 5 Section 1. Scheme overview 6 Section 2. How it works 8 Section 3. Who can apply and what land is eligible 11 Section 4. How to apply 17 Section 5. Choosing capital items 23 Section 6. Scheme requirements and procedures 25 Section 7: Agreement management 29 Annex 1: Countryside Stewardship terms and conditions 34 Annex 2: Contact details 48 Follow us on social media 49 Updates for 2020 and key dates Countryside Stewardship Protecting the natural Hedgerows and Boundaries updates for 2020: environment for future generations • If you send your completed application by email, you no longer have to print the relevant sections and forms to sign (and then scan back into your computer). You can email your completed application without having signed it. You need to make sure you have the correct permission level in Rural Payments and that the email address for your business is registered in the Rural Payments service. -
The Availability of Land for Perennial Energy Crops in Great Britain
GCB Bioenergy (2014) 6, 99–107, doi: 10.1111/gcbb.12147 The availability of land for perennial energy crops in Great Britain ANDREW LOVETT, GILLA SU¨ NNENBERG andTRUDIE DOCKERTY School of Environmental Sciences, University of East Anglia, Norwich, NR4 7TJ, UK Abstract This paper defines the potentially available land for perennial energy crops across Great Britain as the first com- ponent of a broader appraisal undertaken by the ‘Spatial Modelling of Bioenergy in Great Britain to 2050’ pro- ject. Combining data on seven primary constraints in a GIS reduced the available area to just over 9 M ha (40% of GB). Adding other restrictions based on land cover naturalness scores to represent landscape considerations resulted in a final area of 8.5 M ha (37% of GB). This distribution was compared with the locations of Miscanthus and SRC willow established under the English Energy Crop Scheme during 2001–2011 and it was found that 83% of the planting fell within the defined available land. Such a correspondence provides confidence that the factors considered in the analysis were broadly consistent with previous planting decisions. Keywords: geographical information systems, land availability, land use, landscape sensitivity, perennial energy crops, planting constraints Received 25 May 2013; accepted 4 September 2013 Energy & Climate Change, Department for Environ- Introduction ment, Food & Rural Affairs, Department for Transport, There is a substantial degree of uncertainty regarding 2012; p.77). These feedstocks can take a variety of forms, the long-term development of the global bioenergy sec- including algae, biodegradable wastes and residues, for- tor and the capacity for sustainable increases in biomass estry products and agricultural crops (both food and supply. -
2019-Vulnerability of British Farms
Vulnerability of British farms to post-Brexit subsidy removal, and ANGOR UNIVERSITY implications for intensification, extensification and land sparing. Arnott, David; Chadwick, David; Wynne-Jones, Sophie; Jones, Davey L. Land Use Policy DOI: https://doi.org/10.1016/j.landusepol.2019.104154 PRIFYSGOL BANGOR / B Published: 01/08/2021 Peer reviewed version Cyswllt i'r cyhoeddiad / Link to publication Dyfyniad o'r fersiwn a gyhoeddwyd / Citation for published version (APA): Arnott, D., Chadwick, D., Wynne-Jones, S., & Jones, D. L. (2021). Vulnerability of British farms to post-Brexit subsidy removal, and implications for intensification, extensification and land sparing. Land Use Policy, 107, [104154]. https://doi.org/10.1016/j.landusepol.2019.104154 Hawliau Cyffredinol / General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain • You may freely distribute the URL identifying the publication in the public portal ? Take down policy If you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediately and investigate your claim. 01. Oct. 2021 Vulnerability of British farms to post-Brexit subsidy removal, and implications for intensification, extensification and land sparing.