INTEGRAL FUTURE-ORIENTED INTEGRATED MANAGEMENT OF EUROPEAN FOREST LANDSCAPES
|
|
|
- Alfred Greer
- 10 years ago
- Views:
Transcription
1 INTEGRAL FUTURE-ORIENTED INTEGRATED MANAGEMENT OF EUROPEAN FOREST LANDSCAPES CAQSIS - April 2014 Christophe Orazio, Rebeca Cordero (EFIATLANTIC) Baptiste Hautdidier, Céline meredieu, Patrick Vallet, Christian Pilaar, François de coligny and IRSTEA team
2 Modelisation d un paysage de ha selon plusieurs scenarios à l aide de SIMMEM Integral modelisation work in France Content Project overview Input data Stand data Forest owner behaviour data Forest ownership (types) Mangement options Scenario Simulations with SIMMEM Initiatlisation Evolution Outputs Conclusion 2
3 Project overview Analyse in a quantitative way potential impact of policies on a landscape and identify more robust policies for sustainable forest management 20 case studies in Europe 1 In France 2 technical WP WP 2 : ecosystem services and landscape modelisation WP3 : Policy assessment, forest owners behavior and backcasting 3
4 Input data / Stand data Poor NFI data available (only Pine/oak) Photo interpretation on 80% of the area by Rebeca MODIS long term series analysis from february 2000 to january 2014 Kmeans algorithms on vegetation indices over years 4
5 Input data / Forest ownership Cadastre provide all owned parcels Social science interview and FORSEE work provide forest owner types Stratified Random sampling provide forest owners types spatial map 5
6 Input data / Forest management options Management options are identified based on actual recommendations They are spatialized according to existing stand For new management options suitability maps are used in the random sampling 6
7 Input data / Forest owners behaviour Scenarios are built from main drivers identified by experts and stakeholders From scenarios we know evolution of demand and incentives Matrix of forest management per forest owner types are built for each scenario 7
8 Simmulation with SIMMEM/ Initialisation Lemoine dune and fagacee are able to initialize from Density, age fertility without Ddom and DG Poor knowledge of fertility on oak It was necessary to build initialisation curves to estimate Dd and Ddoms on stand plateau Accurate for young ages Row estimate on old ages (fertility not considered can be improved) 8
9 Simmulation with SIMMEM/evolution Verbal description are translated into yield table using CAPSIS Problem to set up relative density from french publication (Portuguese RDI used) Quite tricky to build curves Ddom/Rdensity for each yield table Good tools : minimum interval between thinning + max clear-cut area a year (we used 10%) 9
10 Then we run simmem But you all now that! We moved from 10hours to 10 minutes! 10
11 Simmulation with SIMMEM/Outputs Standard models outputs : Age, height, diameters,.. Volume, C, date from last thinning Additional indicators from wrapper Standing value, Fire risk index, stability index,.. 11
12 Conclusion SIMMEM allows to run many CAPSIS models on the same landscape in an efficient way. From outputs, we could easily illustrate trade-offs between services and options Good collaborative tools strong inputs from IRSTEA Improvement needed for INTEGRAL : Fix wind stability index pb Increase cover of input data to 100%? Add eucalyptus and black locust? Validate some of derived indicators. Good points from landscape approach : Landscape constraints : total harvested area Spatialised outputs Promising tool: Switch from a species to other after plantation Have simulation on one plot influenced by others for risk assessment! 12
Francois de Coligny INRA - National Institute for Agronomic Research
Efficient Building of Forestry Modelling Software with the Capsis Methodology Francois de Coligny INRA - National Institute for Agronomic Research AMAP Joint Research Unit botanique et bioinformatique
European Forest Data Centre Biosoil/Biodiversity Forest Type Map 2006 P. Kempeneers, JRC T. Durant F. Sedano, JRC L. Seebach, JRC J. San-Miguel-Ayanz, JRC EC -, IES Land Management and Natural Hazard Unit
Lesson 9: Introduction to the Landscape Management System (LMS)
Lesson 9: Introduction to the Landscape Management System (LMS) Review and Introduction In earlier lessons, you learned how to establish and take measurements in sample inventory plots. In Lesson 8, you
ERP: Willamette-Ecosystem Services Project
ERP: Willamette-Ecosystem Services Project Presented by Iris Goodman to NAS Sustainability R&D Forum October 17-18, 2007 Conserving ecosystem services through proactive decision-making making Linking Human
Forest Management Plan Templates
Forest Management Plan Templates The following templates as described in the Forestry Schemes Manual 2011 can be used in support of all scheme applications as described in the scheme documents 2014-2020
Fire, Forest History, and Ecological Restoration of Ponderosa Pine Forests at Mount Rushmore, South Dakota
Fire, Forest History, and Ecological Restoration of Ponderosa Pine Forests at Mount Rushmore, South Dakota Restoration uses the past not as a goal but as a reference point for the future...it is not to
Mobilising Vegetation Plot Data: the National Vegetation Survey Databank. Susan Wiser April 2016 http://nvs.landcareresearch.co.nz
Mobilising Vegetation Plot Data: the National Vegetation Survey Databank Susan Wiser April 2016 http://nvs.landcareresearch.co.nz Nationally Significant Databases and Collections http://natsigdc.landcareresearch.co.nz/natsigdc_list.html
RailML use in the project
French institute of science and technology for transport, spatial planning, development and networks RailML use in the project Grégory Marlière Optimal Networks for Train Integration Management across
COST. French delegates. J.D. Bontemps UMR Lerfob INRA Nancy C. Meredieu UMR Biogeco INRA Bordeaux C. Orazio IEFC Bordeaux
COST French delegates J.D. Bontemps UMR Lerfob INRA Nancy C. Meredieu UMR Biogeco INRA Bordeaux C. Orazio IEFC Bordeaux The Capsis Project - Francois de Coligny, Samuel Dufour - UMR AMAP - 1 The Capsis
Background research on the topic of urban forestry is intended to
overview urban forestry Urban Forestry Background research on the topic of urban forestry is intended to help guide the task of integrating trees and urban forestry goals and aspirations into the Portland
JOINT RESEARCH CENTER. European Forest Data Center (EFDAC)
Institute for Environment and Sustainability 1 JOINT RESEARCH CENTER European Forest Data Center (EFDAC) Gerimantas Gaigalas [email protected] BACKGROUND Institute for Environment and Sustainability
Lecture. Simulation and optimization
Course Simulation Lecture Simulation and optimization 1 4/3/2015 Simulation and optimization Platform busses at Schiphol Optimization: Find a feasible assignment of bus trips to bus shifts (driver and
AS 4708:2013. Interpretation of Requirements relating to the Recovery of Forest Products from a Water Body
AS 4708:2013 Interpretation of Requirements relating to the Recovery of Forest Products from a Water Body BACKGROUND Australian Forestry Standard Limited has been asked for an interpretation of the Australian
Assessment of cork production in new Quercus suber plantations under future climate. Joana A Paulo Margarida Tomé João HN Palma
Assessment of cork production in new Quercus suber plantations under future climate Joana A Paulo Margarida Tomé João HN Palma 22 May 2012 1 Introduction Climate is related to several variables that affect
Promoting EcoSystem Services in Grapes
Management concept for Central European vineyard ecosystems: Promoting EcoSystem Services in Grapes Presented by Ilona Leyer, Geisenheim University SB Viticulture can provide high levels of biodiversity
Stand Density Management Diagram
H O W T O U S E A Stand Density Management Diagram Yield predictions for a spacing prescription Ministry of Forests Forest Practices Branch Canadian Cataloguing in Publication Data Main entry under title:
Husum Wind Energy 6th of June 2013. Johannes Ritter Partner Solution Matrix [email protected] +49-178-8586084
Husum Wind Energy 6th of June 2013 Johannes Ritter Partner Solution Matrix [email protected] +49-178-8586084 Solution Matrix Europe s nr. 1 authority on Business Case 326 Business Case
Geotechnology and Landscape Ecology: experiences involving their application in the context of the National Forest Inventory
Sectoral Dialogues European Union Brazil The 7th Call EU-Brazil Sector Dialogues Support Facility Launched in November, 2013, had 38 selected actions, involving 19 institutional partners and 16 different
SIMPLIFIED PERFORMANCE MODEL FOR HYBRID WIND DIESEL SYSTEMS. J. F. MANWELL, J. G. McGOWAN and U. ABDULWAHID
SIMPLIFIED PERFORMANCE MODEL FOR HYBRID WIND DIESEL SYSTEMS J. F. MANWELL, J. G. McGOWAN and U. ABDULWAHID Renewable Energy Laboratory Department of Mechanical and Industrial Engineering University of
Photogrammetric Point Clouds
Photogrammetric Point Clouds Origins of digital point clouds: Basics have been around since the 1980s. Images had to be referenced to one another. The user had to specify either where the camera was in
Pearson's Correlation Tests
Chapter 800 Pearson's Correlation Tests Introduction The correlation coefficient, ρ (rho), is a popular statistic for describing the strength of the relationship between two variables. The correlation
The UK Timber Resource and Future Supply Chain. Ben Ditchburn Forest Research
The UK Timber Resource and Future Supply Chain Ben Ditchburn Forest Research Timber availability The landscape of timber availability in Great Britain and the United Kingdom is moving through a period
Exploratory Spatial Data Analysis
Exploratory Spatial Data Analysis Part II Dynamically Linked Views 1 Contents Introduction: why to use non-cartographic data displays Display linking by object highlighting Dynamic Query Object classification
The relationship between forest biodiversity, ecosystem resilience, and carbon storage
The relationship between forest biodiversity, ecosystem resilience, and carbon storage Ian Thompson, Canadian Forest Service Brendan Mackey, Australian National University Alex Mosseler, Canadian Forest
The Role of Spatial Data in EU Agricultural Policy Analysis
The Role of Spatial Data in EU Agricultural Policy Analysis Wolfgang Britz Institute for Food and Resource Economics, University Bonn Geospatial Open Source Hosting of Agriculture, Resource and Environmental
Vegetation Resources Inventory
Vegetation Resources Inventory Guidelines for Preparing a Project Implementation Plan for Photo Interpretation Prepared by Ministry of Sustainable Resource Management Terrestrial Information Branch for
Wildfires pose an on-going. Integrating LiDAR with Wildfire Risk Analysis for Electric Utilities. By Jason Amadori & David Buckley
Figure 1. Vegetation Encroachments Highlighted in Blue and Orange in Classified LiDAR Point Cloud Integrating LiDAR with Wildfire Risk Analysis for Electric Utilities Wildfires pose an on-going hazard
Ecological models in chemical risk assessment Preliminary Recommendations of the SETAC Europe workshop MODELINK
Ecological models in chemical risk assessment Preliminary Recommendations of the SETAC Europe workshop MODELINK V. Ducrot, A. Alix, D. Auteri, P. Carpentier, P. Dohmen, V. Forbes, V. Grimm, U. Hommen,T.G.
Landscaping with Ornamental Trees and Exterior Structure Features Using EcoSmart Fire Model
Landscaping with Ornamental Trees and Exterior Structure Features Using EcoSmart Fire Model Mark A. Dietenberger, Ph.D., USDA, FS, Forest Products Laboratory, Madison, Wisconsin, USA, [email protected]
18 Month Summary of Progress
18 Month Summary of Progress July 2014 1 Context Ecosystems provide humankind with a wide range of resources, goods and services. Yet the rate at which we consume and exploit these is increasing so rapidly
Lesson 10: Basic Inventory Calculations
Lesson 10: Basic Inventory Calculations Review and Introduction In the preceding lessons, you learned how to establish and take measurements in sample plots. You can use a program like LMS to calculate
REDUCING UNCERTAINTY IN SOLAR ENERGY ESTIMATES
REDUCING UNCERTAINTY IN SOLAR ENERGY ESTIMATES Mitigating Energy Risk through On-Site Monitoring Marie Schnitzer, Vice President of Consulting Services Christopher Thuman, Senior Meteorologist Peter Johnson,
GROWTH POTENTIAL OF LOBLOLLY PINE PLANTATIONS IN THE GEORGIA PIEDMONT: A SPACING STUDY EXAMPLE
GROWTH POTENTIAL OF LOBLOLLY PINE PLANTATIONS IN THE GEORGIA PIEDMONT: A SPACING STUDY EXAMPLE Plantation Management Research Cooperative Daniel B. Warnell School of Forest Resources University of Georgia
SOFTWARE FOR THE OPTIMAL ALLOCATION OF EV CHARGERS INTO THE POWER DISTRIBUTION GRID
SOFTWARE FOR THE OPTIMAL ALLOCATION OF EV CHARGERS INTO THE POWER DISTRIBUTION GRID Amparo MOCHOLÍ MUNERA, Carlos BLASCO LLOPIS, Irene AGUADO CORTEZÓN, Vicente FUSTER ROIG Instituto Tecnológico de la Energía
itesla Project Innovative Tools for Electrical System Security within Large Areas
itesla Project Innovative Tools for Electrical System Security within Large Areas Samir ISSAD RTE France [email protected] PSCC 2014 Panel Session 22/08/2014 Advanced data-driven modeling techniques
ICP-Forests Level I grid net and its harmonization with the National Forest Inventory in Europe and in Spain
CONVERGENCES AND COMPLEMENTARITIES OF FOREST INFORMATION SYSTEMS ICP-Forests Level I grid net and its harmonization with the National Forest Inventory in Europe and in Spain European scope Study of scenarios
The demand of Cloud Computing in Europe: drivers, barriers, market estimates
The demand of Cloud Computing in Europe: drivers, barriers, market estimates Gabriella Cattaneo Associate VP IDC European Government Consulting Research In Future Cloud Computing workshop Bruxelles, May
Wildfire Prevention and Management in a 3D Virtual Environment
Wildfire Prevention and Management in a 3D Virtual Environment M. Castrillón 1, P.A. Jorge 2, I.J. López 3, A. Macías 2, D. Martín 2, R.J. Nebot 3,I. Sabbagh 3, J. Sánchez 2, A.J. Sánchez 2, J.P. Suárez
Objectives. Raster Data Discrete Classes. Spatial Information in Natural Resources FANR 3800. Review the raster data model
Spatial Information in Natural Resources FANR 3800 Raster Analysis Objectives Review the raster data model Understand how raster analysis fundamentally differs from vector analysis Become familiar with
Fire Weather Index: from high resolution climatology to Climate Change impact study
Fire Weather Index: from high resolution climatology to Climate Change impact study International Conference on current knowledge of Climate Change Impacts on Agriculture and Forestry in Europe COST-WMO
STANLEY spatial harvest scheduling
STANLEY spatial harvest scheduling Stanley is spatial harvest scheduling software that automates the process of creating and scheduling harvest blocks or units on your GIS maps. A powerful planning software
The Role of Resource Assessment in Scaling Up Renewable Energy
The Role of Resource Assessment in Scaling Up Renewable Energy Charging Ahead: Scaling Up Renewable Energy in the Developing World Nisha Thirumurthy October 27, 2015 NREL is a national laboratory of the
Processing of Fire Service Products for Wildfire Monitoring in Tanzania at MESA TAFORI Fire Station: The use of ArcGIS Software
Processing of Fire Service Products for Wildfire Monitoring in Tanzania at MESA TAFORI Fire Station: The use of ArcGIS Software 1 S. Ernest* 1 Tanzania Forestry Research Institute (TAFORI), P.O Box 1854,
Assume you have 40 acres of forestland that was
A l a b a m a A & M a n d A u b u r n U n i v e r s i t i e s ANR-1371 Basal Area: A Measure Made for Management Assume you have 40 acres of forestland that was recently assessed by a natural resource
Theoretical Perspective
Preface Motivation Manufacturer of digital products become a driver of the world s economy. This claim is confirmed by the data of the European and the American stock markets. Digital products are distributed
FOREST RESTORATION MONITORING TOOL
FOREST RESTORATION MONITORING TOOL Draft version for field test INTRODUCTION FAO upon recommendation of its members identified the need to initiate a comprehensive analysis, evaluation and documentation
COPYRIGHTED MATERIAL. Contents. List of Figures. Acknowledgments
Contents List of Figures Foreword Preface xxv xxiii xv Acknowledgments xxix Chapter 1 Fraud: Detection, Prevention, and Analytics! 1 Introduction 2 Fraud! 2 Fraud Detection and Prevention 10 Big Data for
The Analytic Hierarchy Process and SDSS
The Analytic Hierarchy Process and SDSS RNR/GEOG 420-520 Preview Week 12 Spatial Decision Support Systems (SDSS) and the Analytic Hierarchy Process (AHP) Week 13 Designing Geodatabase Models Week 14 GeoVisualization
MINNESOTA DEPARTMENT OF NATURAL RESOURCES. Division of Forestry
MINNESOTA DEPARTMENT OF NATURAL RESOURCES Division of Forestry Other major programs: Private Forest Management Urban and Community Forestry Insect and Disease Management Urban and Community Forestry
Opportunity cost analysis
Estimating the opportunity costs of REDD+ A training manual Version 1.3 Chapter 7. Opportunity cost analysis Objectives Show how to: 1. Generate an opportunity cost curve of REDD 2. Review effect of changes
4 GrowUp: A tool for computing forest Growth, nutrient Uptake and litterfall
4 GrowUp: A tool for computing forest Growth, nutrient Uptake and litterfall L. Bonten, J.P. Mol-Dijkstra, R. Wiegger, G.J. Reinds Alterra (WUR), Wageningen, Netherlands Figure 4.1 gives an overview of
Step 2: Define Project Objectives
Why GREEN Small-scale renovations to large-scale new construction and master planning, owners are embracing sustainable practices in order to lessen their environmental impact and to reduce their operating
EVALUATING STAND DENSITY MANAGEMENT ALTERNATIVES USING THE FOREST VEGETATION SIMULATOR. Abstract
EVALUATING STAND DENSITY MANAGEMENT ALTERNATIVES USING THE FOREST VEGETATION SIMULATOR Gary Dixon USDA Forest Service Forest Management Service Center Fort Collins, Colorado USA Abstract The Forest Vegetation
Effective Workforce Development Starts with a Talent Audit
Effective Workforce Development Starts with a Talent Audit By Stacey Harris, VP Research September, 2012 Introduction In a recent survey of CEO s, one in four felt they were unable to pursue a market opportunity
Introduction to Natural Computation. Lecture 15. Fruitflies for Frequency Assignment. Alberto Moraglio
Introduction to Natural Computation Lecture 15 Fruitflies for Frequency Assignment Alberto Moraglio 1/39 Fruit flies 2/39 Overview of the Lecture The problem of frequency assignment in mobile phone networks.
Advanced SQL - Subqueries and Complex Joins
Advanced SQL - Subqueries and Complex Joins Outline for Today: The URISA Proceedings database - more practice with increasingly complicated SQL queries Advanced Queries: o Sub-queries: one way to nest
Exploratory Data Analysis for Ecological Modelling and Decision Support
Exploratory Data Analysis for Ecological Modelling and Decision Support Gennady Andrienko & Natalia Andrienko Fraunhofer Institute AIS Sankt Augustin Germany http://www.ais.fraunhofer.de/and 5th ECEM conference,
PRIORITY SCHEDULING OF URBAN REHABILITATION STREETS TO MINIMIZE CONGESTION, DELAYS, AND ACCIDENTS
PRIORITY SCHEDULING OF URBAN REHABILITATION STREETS TO MINIMIZE CONGESTION, DELAYS, AND ACCIDENTS ABSTRACT Wesley C. Zech 1, and Satish Mohan 2 This paper describes the framework of a priority scheduling
CHAPTER 15 NOMINAL MEASURES OF CORRELATION: PHI, THE CONTINGENCY COEFFICIENT, AND CRAMER'S V
CHAPTER 15 NOMINAL MEASURES OF CORRELATION: PHI, THE CONTINGENCY COEFFICIENT, AND CRAMER'S V Chapters 13 and 14 introduced and explained the use of a set of statistical tools that researchers use to measure
Predictive modelling around the world 28.11.13
Predictive modelling around the world 28.11.13 Agenda Why this presentation is really interesting Introduction to predictive modelling Case studies Conclusions Why this presentation is really interesting
First Power Production figures from the Wave Star Roshage Wave Energy Converter
First Power Production figures from the Wave Star Roshage Wave Energy Converter L. Marquis 1, M. Kramer 1 and P. Frigaard 1 Wave Star A/S, Gammel Vartov Vej 0, 900 Hellerup, Denmark E-mail: [email protected]
Restoration of Fire-adapted Ecosystems in the Central and Southern Appalachians
Restoration of Fire-adapted Ecosystems in the Central and Southern Appalachians Marek Smith The Nature Conservancy 12181-A Courthouse Hill Road Warm Springs, VA 24484 [email protected] Sam Lindblom The
Increasing the Pace of Restoration and Job Creation on Our National Forests
United States Department of Agriculture Forest Service February 2012 Increasing the Pace of Restoration and Job Creation on Our National Forests USDA Forest Service Executive Summary Restoration of our
Towards a land zoning negotiation-support platform Tips and tricks of participatory land-use planning in Lao PDR
Towards a land zoning negotiation-support platform Tips and tricks of participatory land-use planning in Lao PDR Jeremy Bourgoin, J-C Castella, D. Pullar, G. Lestrelin, B. Bouahom Towards a land zoning
Black Tern Distribution Modeling
Black Tern Distribution Modeling Scientific Name: Chlidonias niger Distribution Status: Migratory Summer Breeder State Rank: S3B Global Rank: G4 Inductive Modeling Model Created By: Joy Ritter Model Creation
Questionnaire: National Approaches to Assessing Environmental and Resource Costs and Benefits according to the WFD
Questionnaire: National Approaches to Assessing Environmental and Resource Costs and Benefits according to the WFD Name Address Job Title Institution Department Country Telephone Fax Email Administrative
Status of the World s Soil Resources
5 December 2015 Status of the World s Soil Resources The Intergovernmental Technical Panel on Soils (ITPS), the main scientific advisory body to the Global Soil Partnership (GSP) hosted by the Food and
Life Cycle Of A Plant Population
Life Cycle Of A Plant Population Seed Rain n=3 Growth And Mortality n=7 Seedling Cohort n=22 Environmental Sieve Seed Bank n=5 Copyright G. Bonan 22 Suvivorship Of Seedlings In A Northern Hardwood Forest
Policy Support for Agroforestry in the European Union
Policy Support for Agroforestry in the European Union Gerry Lawson 1,2 (UK) P.Burgess 1,2 (England), R. Crowe 1 (N.Ireland), F. Herzog 2 (Switzerland), K.Mantzanas 2 (Greece), M.Mayus 2 (Netherlands),
Forestry Education and Research: Reality, Challenges and opportunities. A. Temu, G. Kowero, A Yaye & S. Chakeredza
Forestry Education and Research: Reality, Challenges and opportunities A. Temu, G. Kowero, A Yaye & S. Chakeredza Introduction Forestry Education is: Relatively new in SSA (Technical 1930+; professional
The Impact of Big Data on Classic Machine Learning Algorithms. Thomas Jensen, Senior Business Analyst @ Expedia
The Impact of Big Data on Classic Machine Learning Algorithms Thomas Jensen, Senior Business Analyst @ Expedia Who am I? Senior Business Analyst @ Expedia Working within the competitive intelligence unit
Partnership to Improve Solar Power Forecasting
Partnership to Improve Solar Power Forecasting Venue: EUPVSEC, Paris France Presenter: Dr. Manajit Sengupta Date: October 1 st 2013 NREL is a national laboratory of the U.S. Department of Energy, Office
DESCARTES & EFIMOD: An Integrated System for Simulation Modelling and Exploration Data Analysis for Decision Support in Sustainable Forestry
DESCARTES & EFIMOD: An Integrated System for Simulation Modelling and Exploration Data Analysis for Decision Support in Sustainable Forestry A. Komarov a, O. Chertov b, G. Andrienko c, N. Andrienko c,
LAB #12 Introduction to Forest Inventory Software
SUBJECT: LAB #12 Introduction to Forest Inventory Software Forest Inventory software programs simplify field data entry and data management, as well as allow users to efficiently derive summary volume
The Economics of Ecosystem Based Management: The Fishery Case
The Economics of Ecosystem Based Management: The Fishery Case Fisheries impact on marine ecosystem and policy implications Peder Andersen Co-authors: Lars Ravensbeck Hans S. Frost Department of Food and
[Cork Information Bureau 2010] [CORK SECTOR IN NUMBERS]
![[Cork Information Bureau 2010] [CORK SECTOR IN NUMBERS]](/thumbs/24/2149187.jpg "[Cork Information Bureau 2010] [CORK SECTOR IN NUMBERS]")
[CORK SECTOR IN NUMBERS] Index The Montado............ 3 Area of Montado... 3 Cork Production... 5 Cork Prices... 6 Industry.............. 7 Characterization of the sector... 7 Main activities... 7 Cork
Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm
Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm Krzysztof Michalak Department of Information Technologies, Institute of Business Informatics,
Current international governance of land
Research Project GLOBALANDS: Resource Efficient Land Use Towards A Global Sustainable Land Use Standard Current international governance of land use: key findings from GLOBALANDS Stephanie Wunder & Franziska
Colorado Natural Heritage Program
CNHP s mission is to preserve the natural diversity of life by contributing the essential scientific foundation that leads to lasting conservation of Colorado's biological wealth. Colorado Natural Heritage