Draft Case Study Methodology
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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. -
Defibrillators in the Cirencester Area (GL7)
Defibrillators in the Cirencester Area (GL7) Location Location detail Location Area Post Code Ampney Crucis Primary School School Lane School Lane Ampney Crucis GL7 5SD Ampney Crucis Village Hall Main Street Ampney Crucis GL7 5RY Friends of Ampney St Mary Ampney St Mary Red Telephone Box Ampney St Mary GL7 5SP Bibury Trout Farm Rack Isle Building Bibury GL7 5NL 31 Morestall Drive Fixed to outside of building Chesterton Cirencester GL7 1TF Ashcroft Church Fixed to outside of building Ashcroft Road Cirencester GL7 1RA Baunton Telephone Box Baunton 7 Mill View Cirencester GL7 7BB Bibury Football Club Bibury Aldsworth Road Cirencester GL7 5PB Chesterton Primary School Apsley Road Entrance Hall Cirencester GL71SS Cirencester Baptist Church Fixed to outside of building Chesterton Lane Cirencester GL7 1YE Cirencester College (David Building) Stroud Road Cirencester GL7 1XA Cirencester Deer Park School Stroud Road Sports Department Cirencester GL7 1XB Cirencester Deer Park School Stroud Road Caretaker's Office Cirencester GL7 1XB Coln St Aldwyn Telephone Box Coln St Aldwyns Outside Old Post Office Cirencester GL7 5AA Dot Zinc Cecily Hill The Castle Cirencester GL7 2EF Housing 21 - Mulberry Court Middle Mead Cirencester GL7 1GG Kemble and Ewen The Tavern Kemble Station Road Cirencester GL7 6AX Market Place On railing by Noticeboard Market Place Cirencester GL7 2NW Masonic Hall The Avenue Cirencester GL7 1EH Last Updated: 18/07/19 Defibrillators in the Cirencester Area (GL7) Location Location detail Location Area Post Code Morestall Drive 31 Morestall -
TRANSFORMING PURTON PARISH Foresight and Resilience (Threats and Opportunities) Ps and Qs January 2013
TRANSFORMING PURTON PARISH Foresight and Resilience (Threats and Opportunities) Ps and Qs January 2013 1 | P a g e CONTENTS ABOUT Ps and Qs ............................................................................................................................... 3 FOR CLARIFICATION ......................................................................................................................... 3 EXECUTIVE SUMMARY ..................................................................................................................... 4 1. Sustainability ................................................................................................................................ 5 2. Key Parish Issues ........................................................................................................................ 9 3. Our Parish .................................................................................................................................. 11 3.1 Our Water ............................................................................................................................. 12 3.2 Our Food ............................................................................................................................... 19 3.3 Our Energy ............................................................................................................................ 26 3.4 Our Waste ............................................................................................................................ -
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. -
Hirers' Instruction Manual Heyford Base
HIRERS’ INSTRUCTION MANUAL HEYFORD BASE BOATING INFORMATION & HANDOVER CERTIFICATES Please ensure that you bring this Manual with you on your holiday – your Handover Certificates are enclosed. (To print this document from your home printer, please select 2 pages to view per sheet. This document is set to A5 to reduce printing) 1 CONTENTS Page Welcome & Introduction 3 SECTION A – To be Read and Signed for before you Cast Off Our Commitment to You 4 Your Responsibilities 6 Safety on a Boating Holiday 9 What to do in Case of Accidents & Emergencies 12 Your Boat – How it Works, Daily Checks 14 Your Last Night on Board & Boat Return 17 Boat Acceptance Certificates 19 SECTION B – Useful Information Recommended Routes and Cruising Times 23 Northbound Southbound, including the Thames Water & Rubbish Points 27 Canalside Shops 28 Pubs & Restaurants 28 Places to Visit 28 Trouble-shooting Guide 30 Customer Comment Sheet 39 Please take the time to read everything in this booklet. We strongly recommend that you print/ keep a copy of this manual and bring it with you on your holiday – there is much useful information for you whilst cruising. We regret that we cannot be held responsible in any way for your holiday failing to meet your expectations if caused by failure to read our well-intentioned advice and recommendations… Please note that we will charge £2 should you arrive without this manual, or the Handover Certificates, to cover the printing costs of a replacement. 1. WELCOME ABOARD! Thank you for choosing to spend your holiday with us in the outstandingly pretty Cherwell Valley on the Cotswold borders. -
A Charming Character Cottage in a Rural Setting
A charming character cottage in a rural setting Spindlebuck Cottage, Nr Down Ampney, Gloucestershire Freehold Entrance Hall • Kitchen/ Breakfast Room • Cloakroom • Utility Room • Sitting Room • Family Room • Study • 4 Bedrooms • Family Bathroom • Landscaped Gardens • Patios • Private Parking • Office • Greenhouse • Outbuildings • 0.5 acres Distances comprehensive range of shops South Cerney 5 miles, Fairford - small boutiques to a well- 5 miles, Cirencester 9 miles, stocked Waitrose - services Kemble Station 11 miles, M4 and education. The cottage is (Junction 15) 14 miles. (all convenient for many mileages are approximate) commercial centres including Swindon, Cheltenham and Directions (SN6 6LN) Gloucester with easy access via One mile outside Down the A417/419 to the M4 and M5, Ampney towards Castle Hill the Midlands, London and Farm. international airports. In addition, there is a fast, regular Situation Great Western train service to The cottage is located between London Paddington from both the vibrant village communities Swindon and Kemble. of Down Ampney and Marston Recreational facilities include Meysey with its situation hard boating on the River Thames at to beat for country walking or Lechlade, a leisure centre in cycling. Down Ampney’s village Cirencester and golf at South hub sports a shop / Post Office Cerney and Cirencester. The / cafe, active village hall, tennis Cotswold Water Park offers a and multi-sport courts, play wide range of water sports area and primary school. The including paddle boarding, pretty village of Marston water skiing, sailing and fishing. Meysey, situated within a There is a David Lloyd centre at conservation area, with its Blunsdon and highly reputed popular Cotswold pub, The Old riding stables nearby. -
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. -
Thames River Basin Management Plan, Including Local Development Documents and Sustainable Community Strategies ( Local Authorities)
River Basin Management Plan Thames River Basin District Contact us You can contact us in any of these ways: • email at [email protected] • phone on 08708 506506 • post to Environment Agency (Thames Region), Thames Regional Office, Kings Meadow House, Kings Meadow Road, Reading, Berkshire, RG1 8DQ The Environment Agency website holds the river basin management plans for England and Wales, and a range of other information about the environment, river basin management planning and the Water Framework Directive. www.environment-agency.gov.uk/wfd You can search maps for information related to this plan by using ‘What’s In Your Backyard’. http://www.environment-agency.gov.uk/maps. Published by: Environment Agency, Rio House, Waterside Drive, Aztec West, Almondsbury, Bristol, BS32 4UD tel: 08708 506506 email: [email protected] www.environment-agency.gov.uk © Environment Agency Some of the information used on the maps was created using information supplied by the Geological Survey and/or the Centre for Ecology and Hydrology and/or the UK Hydrographic Office All rights reserved. This document may be reproduced with prior permission of the Environment Agency. Environment Agency River Basin Management Plan, Thames River Basin District 2 December 2009 Contents This plan at a glance 5 1 About this plan 6 2 About the Thames River Basin District 8 3 Water bodies and how they are classified 11 4 The state of the water environment now 14 5 Actions to improve the water environment by 2015 19 6 The state of the water -
5304 Study of Land Surrounding Key
Study of land surrounding Key Settlements in Cotswold District: Update Additional Sites 2015: Final Report to Cotswold District Council November 2015 Tel: 029 2043 7841 Email: [email protected] Web: www.whiteconsultants.co.uk Cotswold District Council Study of land surrounding Key Settlements in Cotswold District Update CONTENTS page PART 1 1 Introduction 3 2 Summary of findings 4 Tables Table 1 Additional sites landscape sensitivity: Housing/small scale mixed development PART 2 3 Site sensitivities Sites are considered in turn in settlement order with associated figures Andoversford 7 Down Ampney 10 Fairford 13 Lechlade 15 Mickleton 18 Moreton-in-Marsh 20 Northleach 22 Siddington 24 South Cerney 27 Stow-on-the-Wold 31 Tetbury 33 Willersey 36 Cover photo- Field adjacent to a development site north of Cirencester Road, Tetbury White Consultants 1 Additional sites 2015 final/021115 Cotswold District Council Study of land surrounding Key Settlements in Cotswold District Update PART 1 White Consultants 2 Additional sites 2015 final/021115 Cotswold District Council Study of land surrounding Key Settlements in Cotswold District Update 1. Introduction 1.1. White Consultants were appointed by Cotswold District Council in April 2014 to undertake an update of the landscape assessment around key settlements1 undertaken in 2000. 1.2. The scope of the study was to update the assessment taking into account the impact of any physical change since 2000, any revised assessments, policies and up-to-date guidance and focussing on the strategic housing land availability assessment (SHLAA) sites coming forward. The sites considered in this report are new sites that have been put forward for inclusion into the update of the SHLAA that is currently being carried out by Cotswold District Council. -
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. -
SWINDON BOROUGH COUNCIL Planning Department
SWINDON BOROUGH COUNCIL Planning Department Applications received up to 14th March 2017 The following Planning Applications were received since the publication of the previous list dated 8th March 2017. Applications can be viewed using our Public Access system via our website http://pa1.swindon.gov.uk/publicaccess and by entering the application number into the search box. App No Location Map Proposal Ward Applicant Agent Reference S/HOU/17/0 47 High Street 414875 Conversion of loft space Blunsdon And Mr A Jenkins Mr Bob Packer 354/SASM Blunsdon 190488 within existing detached Highworth 47 High Street 7 Rodbourne Road Swindon garage to habitable Blunsdon Swindon SN26 7AG space and erection of Swindon SN2 2AG external staircase. SN26 7AG S/17/0360/R Fairview 415561 Change of use of portal Blunsdon And Mr Marc Rachel Thornley M Kingsdown Lane 189611 framed shed (30 x 12 x Highworth McDermott Civitas Planning Limited Blunsdon 4m) from canine care Fairview Riverside House Swindon centre to use as vehicle Kingsdown Lane Brymau Three Estate SN25 5DL body shop and Blunsdon River Lane campervan conversion Swindon Saltney centre. (Retrospective). SN25 5DL Chester CH4 8RQ S/LBC/17/03 47 High Street 414875 Conversion of loft space Blunsdon And Mr A Jenkins Mr Bob Packer 55/SASM Blunsdon 190488 within existing detached Highworth 47 High Street 7 Rodbourne Road Swindon garage to habitable Blunsdon Swindon SN26 7AG space and erection of Swindon SN2 2AG external staircase. SN26 7AG Page 1 of 11 S/17/0384/T Land Adjoining 416020 Erection of 1no. dwelling Blunsdon And Mr C Humphries Mr Bob Packer B Osmanton 189582 and garage.