Demystifying Green Infrastructure
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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. -
Residential Update
Residential update UK Residential Research | January 2018 South East London has benefitted from a significant facelift in recent years. A number of regeneration projects, including the redevelopment of ex-council estates, has not only transformed the local area, but has attracted in other developers. More affordable pricing compared with many other locations in London has also played its part. The prospects for South East London are bright, with plenty of residential developments raising the bar even further whilst also providing a more diverse choice for residents. Regeneration catalyst Pricing attraction Facelift boosts outlook South East London is a hive of residential Pricing has been critical in the residential The outlook for South East London is development activity. Almost 5,000 revolution in South East London. also bright. new private residential units are under Indeed pricing is so competitive relative While several of the major regeneration construction. There are also over 29,000 to many other parts of the capital, projects are completed or nearly private units in the planning pipeline or especially compared with north of the river, completed there are still others to come. unbuilt in existing developments, making it has meant that the residential product For example, Convoys Wharf has the it one of London’s most active residential developed has appealed to both residents potential to deliver around 3,500 homes development regions. within the area as well as people from and British Land plan to develop a similar Large regeneration projects are playing further afield. number at Canada Water. a key role in the delivery of much needed The competitively-priced Lewisham is But given the facelift that has already housing but are also vital in the uprating a prime example of where people have taken place and the enhanced perception and gentrification of many parts of moved within South East London to a more of South East London as a desirable and South East London. -
City Villages: More Homes, Better Communities, IPPR
CITY VILLAGES MORE HOMES, BETTER COMMUNITIES March 2015 © IPPR 2015 Edited by Andrew Adonis and Bill Davies Institute for Public Policy Research ABOUT IPPR IPPR, the Institute for Public Policy Research, is the UK’s leading progressive thinktank. We are an independent charitable organisation with more than 40 staff members, paid interns and visiting fellows. Our main office is in London, with IPPR North, IPPR’s dedicated thinktank for the North of England, operating out of offices in Newcastle and Manchester. The purpose of our work is to conduct and publish the results of research into and promote public education in the economic, social and political sciences, and in science and technology, including the effect of moral, social, political and scientific factors on public policy and on the living standards of all sections of the community. IPPR 4th Floor 14 Buckingham Street London WC2N 6DF T: +44 (0)20 7470 6100 E: [email protected] www.ippr.org Registered charity no. 800065 This book was first published in March 2015. © 2015 The contents and opinions expressed in this collection are those of the authors only. CITY VILLAGES More homes, better communities Edited by Andrew Adonis and Bill Davies March 2015 ABOUT THE EDITORS Andrew Adonis is chair of trustees of IPPR and a former Labour cabinet minister. Bill Davies is a research fellow at IPPR North. ACKNOWLEDGMENTS The editors would like to thank Peabody for generously supporting the project, with particular thanks to Stephen Howlett, who is also a contributor. The editors would also like to thank the Oak Foundation for their generous and long-standing support for IPPR’s programme of housing work. -
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. -
Why We Have 'Mixed Communities' Policies and Some Difficulties In
Notes for Haringey Housing and Regeneration Scrutiny Panel Dr Jane Lewis London Metropolitan University April 3rd 2017 Dr Jane Lewis • Dr Jane Lewis is a Senior Lecturer in Sociology and Social Policy at London Metropolitan University. She has worked previously as a lecturer in urban regeneration and in geography as well as in urban regeneration and economic development posts in local government in London. Jane has wide experience teaching at under-graduate and post-graduate levels with specific expertise in urban inequalities; globalisation and global inequalities; housing and urban regeneration policy and is course leader of the professional doctorate programme in working lives and of masters’ courses in urban regeneration and sustainable cities dating back to 2005.Jane has a research background in cities and in urban inequalities, urban regeneration policy and economic and labour market conditions and change. aims • 1. Invited following presentation Haringey Housing Forum on concerns relating to council estate regeneration schemes in London in name of mixed communities polices • 2. Senior Lecturer Social Policy at LMU (attached note) • 3. Terms of reference of Scrutiny Panel focus on 1and 2 – relating to rehousing of council tenants in HDV redevelopments and to 7 – equalities implications Haringey Development Vehicle (HDV) and Northumberland Park • ‘development projects’ proposed for the first phase of the HDV include Northumberland Park Regeneration Area – includes 4 estates, Northumberland Park estate largest • Northumberland Park -
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. -
THE VIABILITY of LARGE HOUSING DEVELOPMENTS: Learning from Kidbrooke Village 26 April 2013
THE VIABILITY OF LARGE HOUSING DEVELOPMENTS: Learning from Kidbrooke Village 26 April 2013 PRODUCED BY CONTENTS URBED Context.........................................3 26 Store Street London WC1E 7BT Connectivity.................................3 t. 07714979956 e-mail: [email protected] Community..................................4 website: www.urbed.coop Character.....................................7 This report was written by Dr Nicholas Falk , Founding Director, URBED Climate proofing..........................8 May 2013 Collaboration and cash flow........9 Our special thanks to John Anderson, Theresa Brewer, Conclusions................................10 Penny Carter of Berkeley for their hospitality and insight into the development. Delegates....................................12 TEN Group TEN is a small group of senior local government officers in London who have met regularly over eight years to share ideas and exchange knowledge on how to achieve urban renaissance. Using the principle of looking and learning they visit pioneering projects to draw out lessons that can be applied in their own authorities. In the proc- ess the members develop their skills as urban impresarios and place-makers, and are able to build up the capac- ity of their authorities to tackle major projects. Photographs: unless otherwise stated provided by TEN Group members and URBED Ltd Front cover: Top left - SUDs at Blackheath quarter Middle - John Anderson shows the group around Right - Phase 1 housing Copyright URBED/TEN Group 2012 2012-13 Members include: -
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This is the author’s version of the article, first published in Journal of Urban Regeneration & Renewal, Volume 8 / Number 2 / Winter, 2014-15, pp. 133- 144 (12). https://www.henrystewartpublications.com/jurr Understanding and measuring social sustainability Email [email protected] Abstract Social sustainability is a new strand of discourse on sustainable development. It has developed over a number of years in response to the dominance of environmental concerns and technological solutions in urban development and the lack of progress in tackling social issues in cities such as inequality, displacement, liveability and the increasing need for affordable housing. Even though the Sustainable Communities policy agenda was introduced in the UK a decade ago, the social dimensions of sustainability have been largely overlooked in debates, policy and practice around sustainable urbanism. However, this is beginning to change. A combination of financial austerity, public sector budget cuts, rising housing need, and public & political concern about the social outcomes of regeneration, are focusing attention on the relationship between urban development, quality of life and opportunities. There is a growing interest in understanding and measuring the social outcomes of regeneration and urban development in the UK and internationally. A small, but growing, movement of architects, planners, developers, housing associations and local authorities advocating a more ‘social’ approach to planning, constructing and managing cities. This is part of an international interest in social sustainability, a concept that is increasingly being used by governments, public agencies, policy makers, NGOs and corporations to frame decisions about urban development, regeneration and housing, as part of a burgeoning policy discourse on the sustainability and resilience of cities. -
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.