Land Stewardship in England Post-2013: CAP Greening and Agri-Environment
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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. -
A Strategy for the Sustainable Use of Plant Protection Products and Strategy Action Plans: March 2006 3 DEF-PB13035-Pestplan 30/4/2008 13:45 Page 4
DEF-PB13035-PestPlan 30/4/2008 13:45 Page A communisis The leading print partner C M Y K www.defra.gov.uk JOB LOCATION: PRINERGY 1 DISCLAIMER APPROVER The accuracy and the content of this file is the responsibility of the Approver. Please authorise approval only if you wish to proceed to print. Communisis PMS cannot accept liability for errors once the file has been printed. PRINTER This colour bar is UK Pesticides Strategy: produced manually all end users must check final separations to verify A Strategy for the Sustainable Use colours before printing. of Plant Protection Products DEF-PB13035-PestPlan 30/4/2008 13:45 Page B Co 1. Int 2. Bac 3. Sco 4. Ob 5. Str 6. Wo 7. The 8. Int 9. De 10. Th 11. Sc 12. In 13. Re 14. St Anne Anne Anne Anne Department for Environment, Food and Rural Affairs Nobel House Anne 17 Smith Square London SW1P 3JR Telephone 020 7238 6000 Website: www.defra.gov.uk © Crown copyright 2006 The text in this document (excluding the Royal Arms and departmental logos) may be reproduced free of charge in any format or medium provided that it is reproduced accurately and not used in a misleading context. The material must be acknowledged as Crown copyright and the title of the document specified. Any enquiries relating to the copyright in this document should be addressed to The Information Policy Team, Office of Public Sector Information, St Clements House, 2–16 Colegate, Norwich NR3 1BQ. Fax: 01603 723000 or e-mail: [email protected] Product code PB 13035 DEF-PB13035-PestPlan 30/4/2008 13:45 Page 1 Contents 1. -
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. -
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. -
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. -
Basic Payment Scheme Rules 2020
rch for BP ea S S 2 0 2 0 0 2 f o 0 r 2 e v o t e r g y n t i h t i a n l g e r Basic Payment Scheme: rules for 2020 Get everything you need to know about the Basic Payment Scheme 2020: www.gov.uk/rpa/bps2020 Claim BPS nline Use built-in checks to help you get your application right and get an instant receipt. Do more than just apply: The online application and • check your entitlements online and guidance is very good and easy to transfer them use. • view maps and aerial photography • print maps of individual land parcels BPS 2019 applicant • transfer and remove land parcels online Contents Updates for 2020 1 Key dates for BPS 2020 3 Making an application 4 Who can claim BPS 9 Land 10 Common land and shared grazing 27 Entitlements 32 Greening 36 Greening: crop diversification on arable land 39 Greening: Ecological Focus Areas (EFAs) on arable land 42 Greening: permanent grassland 68 Eligible crops 69 ‘Young’ and ‘new’ farmers 88 The young farmer payment 91 Inspections 94 Payments, reductions and penalties 95 Business structure 110 Land in more than one part of the UK (‘cross border’) 111 More information 121 Version 2 - Penalties for over claims have been simplified. See updated information on page 104 Version 3 - Reductions and penatlies section for cross border farmers updated on page 119 Basic Payment Scheme 2020 - Updates for 2020 Updates for 2020 The Basic Payment Scheme (BPS), including greening and the young farmer payment, will continue for the whole 2020 scheme year with available funding the same as for 2019. -
Natural England Annual Report and Accounts 1 April 2015 to 31 March 2016
Natural England Annual Report and Accounts 1 April 2015 to 31 March 2016 www.gov.uk/natural-england Natural England Annual Report and Accounts 1 April 2015 to 31 March 2016 Presented to Parliament pursuant to Paragraph 25 of Schedule 1 to the Natural Environment and Rural Communities Act 2006. Ordered by the House of Commons to be printed on 14 July 2016. HC 381 © Crown copyright 2016 This publication is licensed under the terms of the Open Government Licence v3.0 except where otherwise stated. To view this licence, visit nationalarchives.gov.uk/doc/open-government- licence/version/3 or write to the Information Policy Team, The National Archives, Kew, London TW9 4DU, or email: [email protected] Where we have identified any third party copyright information you will need to obtain permission from the copyright holders concerned. This publication is available at gov.uk/natural-england Any enquiries regarding this publication should be sent to us at [email protected] Print ISBN 9781474129633 Web ISBN 9781474129640 ID P002794483 07/16 Printed on paper containing 75% recycled fibre content minimum Printed in the UK by the Williams Lea Group on behalf of the Controller of Her Majesty’s Stationery Office Contents 1. Performance Report Overview Chief Executive Statement 2 Purpose and activities of the Organisation 4 Key Issues and Risks in delivering objectives 5 Going Concern Statement 6 Performance Summary 7 Performance Analysis Key Performance Indicators and measure of performance 9 Detailed Performance Analysis 14 Sustainability Report 16 2. Accountability Report Corporate Governance Report: Directors’ Report 22 Statement of Accounting Officer’s Responsibilities 24 Governance Statement 25 Remuneration and staff report 30 Parliamentary accountability and audit report Regularity of expenditure 38 Fees and charges 39 The Certificate and Report of the Comptroller and Auditor General 40 3. -
135. Dorset Heaths Area Profile: Supporting Documents
National Character 135. Dorset Heaths Area profile: Supporting documents www.naturalengland.org.uk 1 National Character 135. Dorset Heaths Area profile: Supporting documents Introduction National Character Areas map As part of Natural England’s responsibilities as set out in the Natural Environment White Paper,1 Biodiversity 20202 and the European Landscape Convention,3 we are revising profiles for England’s 159 National Character Areas North (NCAs). These are areas that share similar landscape characteristics, and which East follow natural lines in the landscape rather than administrative boundaries, making them a good decision-making framework for the natural environment. Yorkshire & The North Humber NCA profiles are guidance documents which can help communities to inform West their decision-making about the places that they live in and care for. The information they contain will support the planning of conservation initiatives at a East landscape scale, inform the delivery of Nature Improvement Areas and encourage Midlands broader partnership working through Local Nature Partnerships. The profiles will West also help to inform choices about how land is managed and can change. Midlands East of Each profile includes a description of the natural and cultural features England that shape our landscapes, how the landscape has changed over time, the current key drivers for ongoing change, and a broad analysis of each London area’s characteristics and ecosystem services. Statements of Environmental South East Opportunity (SEOs) are suggested, which draw on this integrated information. South West The SEOs offer guidance on the critical issues, which could help to achieve sustainable growth and a more secure environmental future. -
UK National Report (WP 2 - Deliverable 2.2)
UK National report (WP 2 - Deliverable 2.2) Pictures: Inshore fishing boats, Cornwall & Dairy cow, Somerset Authors: Damian MAYE, James KIRWAN, Mauro VIGANI, Dilshaad BUNDHOO and Hannah CHISWELL Organisations April 2018 H2020-SFS-2014-2 SUFISA Grant agreement 635577 1 UK National report Contents EXECUTIVE SUMMARY ...................................................................................................... 12 1 Introduction and methods ........................................................................... 40 2 Media Content Analysis ............................................................................... 42 2.1 Introduction ............................................................................................................. 42 2.2 The predominance of price volatility in media discourses about UK agriculture .... 42 2.3 Inshore fisheries ...................................................................................................... 43 2.4 The dairy sector ....................................................................................................... 46 3 Brexit and the UK agri-food sector ................................................................ 50 3.1 Brexit: introduction ................................................................................................. 50 3.2 Brexit: fisheries, including inshore fisheries ............................................................ 53 3.2.1 Fisheries management ................................................................................... -
Support for Crofting a Report Prepared for the Crofting Commission Gwyn Jones
Support for Crofting A report prepared for the Crofting Commission Gwyn Jones Breacais, Strath parish (Richard Dorrell, Creative Commons Licence) Support for Crofting A report prepared for the Crofting Commission Gwyn Jones European Forum on Nature Conservation and Pastoralism Penygraig, Llanfair Clydogau, Lampeter SA48 8LJ 2018 This report was commissioned by the Crofting Commission but the opinions within do not necessarily reflect those of the Commission nor those of the Scottish Government. Contents Contents .................................................................................................................................................. 1 List of abbreviations ................................................................................................................................ 3 Introduction ............................................................................................................................................ 4 Executive Summary ................................................................................................................................. 6 1 Purpose of this report ................................................................................................................... 10 2 The Scottish Government’s objectives for crofting ...................................................................... 10 3 The state of the ‘crofting system’ ................................................................................................. 14 3.1 Estimating the degree