SlideShare una empresa de Scribd logo
1 de 22
Re-Mapping
the World’s Population

Benjamin D Hennig
Danny Dorling, John Pritchard, Mark Ramsden
Department of Geography, The University of Sheffield
2



Contents
• Introduction: The Worldmapper project
• A gridded population cartogram
       - Data
       - Methods
       - Results
• Outlook


15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
The Worldmapper project

www.worldmapper.org
4




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
5



World Population Cartogram




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
A gridded
population cartogram

data
7



Gridded Population Data

SEDAC GPWv3
- Based on national statistical office
  estimates of population
- Data for 1990-2015
- Different resolutions available (1°-2.5’)
                                                      Image Source: http://sedac.ciesin.columbia.edu/gpw/global.jsp#




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
A gridded
population cartogram

methods
9



Cartogram creation
I.       Data preparation (ArcMap 9.3):
      - grid-data import (raster format)
      - data conversion to polygons via ArcToolbox
      - metadata supplementation by adding worldmapper
          metadata to each raster cell
I.       Cartogram calculation




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
10



Cartogram creation




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
11



Cartogram creation
I.       Data preparation (ArcMap 9.3):
      - grid-data import (raster format)
      - data conversion to polygons via ArcToolbox
      - metadata supplementation by adding worldmapper
          metadata to each raster cell
I.       Cartogram calculation
II. Visualization
      - union of country polygons
      - applying worldmapper color scheme

15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
12



Cartogram creation




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
A gridded
population cartogram

results
14



A new
World Population Cartogram




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
15



A new
World Population Cartogram




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
16




Source: http://www.worldmapper.org/images/largepng/2.png
17



The US Population Cartogram




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
Re-Drawing the world
Outlook
19



Country Cartograms




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
20



Cartogram Globe




15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
21



Perspectives
- Going down to earth:
  Regional Cartograms
- Going to the users:
  Digital Globes & Mapping platforms
- Extending topics:
  Using the population grid to map
  other worldmapper topics upon it



15/07/2009   29th ESRI UC 2009 - Hennig et al (University of Sheffield): Re-Mapping the World’s Population
Visit us at
             www.worldmapper.org
             Contact me at
             b.hennig@worldmapper.org
             www.viewsoftheworld.net

Thanks
for your
attention.

Más contenido relacionado

La actualidad más candente

Storyboard Miraikan Sorting Out Cities
Storyboard Miraikan Sorting Out CitiesStoryboard Miraikan Sorting Out Cities
Storyboard Miraikan Sorting Out CitiesDietmar Offenhuber
 
A Survey of Procedural Methods for Terrain Modelling
A Survey of Procedural Methods for Terrain ModellingA Survey of Procedural Methods for Terrain Modelling
A Survey of Procedural Methods for Terrain ModellingWolfgang Hürst
 
London 2013 rgs_arrowsmith
London 2013 rgs_arrowsmithLondon 2013 rgs_arrowsmith
London 2013 rgs_arrowsmithcolinarrowsmith
 
TEAM 3: Improving Open Land Use Map by using Satellite Data
TEAM 3: Improving Open Land Use Map by using Satellite DataTEAM 3: Improving Open Land Use Map by using Satellite Data
TEAM 3: Improving Open Land Use Map by using Satellite Dataplan4all
 
Application of GIS
Application of GISApplication of GIS
Application of GISRohit Pant
 
ifp-Annual-Report2015-Chance
ifp-Annual-Report2015-Chanceifp-Annual-Report2015-Chance
ifp-Annual-Report2015-ChanceChance Coughenour
 
Geographical Information System(GIS) in Urban Design
Geographical Information System(GIS) in Urban DesignGeographical Information System(GIS) in Urban Design
Geographical Information System(GIS) in Urban DesignPurushottam Uttarwar
 
Geographic Information Systems in the Oil & Gas Industry
Geographic Information Systems in the Oil & Gas IndustryGeographic Information Systems in the Oil & Gas Industry
Geographic Information Systems in the Oil & Gas IndustryFrancois Viljoen
 
A new Social Atlas of Europe
A new Social Atlas of EuropeA new Social Atlas of Europe
A new Social Atlas of EuropeBenjamin Hennig
 
GeoData: What's Special about Spatial?
GeoData: What's Special about Spatial?GeoData: What's Special about Spatial?
GeoData: What's Special about Spatial?Richard Cantwell
 
Lect 1 & 2 introduction to gis & rs
Lect 1 & 2  introduction to gis & rsLect 1 & 2  introduction to gis & rs
Lect 1 & 2 introduction to gis & rsRehana Jamal
 
Application of gis and remote sensing in modern transport system
Application of gis and remote sensing in modern transport systemApplication of gis and remote sensing in modern transport system
Application of gis and remote sensing in modern transport systemSabhapathy Civil
 
Eaa2021 476 kecheva_nekhrizov_bulgaria
Eaa2021 476 kecheva_nekhrizov_bulgariaEaa2021 476 kecheva_nekhrizov_bulgaria
Eaa2021 476 kecheva_nekhrizov_bulgariaariadnenetwork
 
Rajeshwari Urban Environment, RS and GIS
Rajeshwari  Urban Environment, RS and GISRajeshwari  Urban Environment, RS and GIS
Rajeshwari Urban Environment, RS and GISrajeshwariku
 

La actualidad más candente (19)

Storyboard Miraikan Sorting Out Cities
Storyboard Miraikan Sorting Out CitiesStoryboard Miraikan Sorting Out Cities
Storyboard Miraikan Sorting Out Cities
 
A Survey of Procedural Methods for Terrain Modelling
A Survey of Procedural Methods for Terrain ModellingA Survey of Procedural Methods for Terrain Modelling
A Survey of Procedural Methods for Terrain Modelling
 
20150317CIU2015seto
20150317CIU2015seto20150317CIU2015seto
20150317CIU2015seto
 
5 youcanhelp
5 youcanhelp5 youcanhelp
5 youcanhelp
 
London 2013 rgs_arrowsmith
London 2013 rgs_arrowsmithLondon 2013 rgs_arrowsmith
London 2013 rgs_arrowsmith
 
TEAM 3: Improving Open Land Use Map by using Satellite Data
TEAM 3: Improving Open Land Use Map by using Satellite DataTEAM 3: Improving Open Land Use Map by using Satellite Data
TEAM 3: Improving Open Land Use Map by using Satellite Data
 
Gis in urban
Gis in urbanGis in urban
Gis in urban
 
Application of GIS
Application of GISApplication of GIS
Application of GIS
 
Introduction to gis
Introduction to gisIntroduction to gis
Introduction to gis
 
ifp-Annual-Report2015-Chance
ifp-Annual-Report2015-Chanceifp-Annual-Report2015-Chance
ifp-Annual-Report2015-Chance
 
Geographical Information System(GIS) in Urban Design
Geographical Information System(GIS) in Urban DesignGeographical Information System(GIS) in Urban Design
Geographical Information System(GIS) in Urban Design
 
Geographic Information Systems in the Oil & Gas Industry
Geographic Information Systems in the Oil & Gas IndustryGeographic Information Systems in the Oil & Gas Industry
Geographic Information Systems in the Oil & Gas Industry
 
A new Social Atlas of Europe
A new Social Atlas of EuropeA new Social Atlas of Europe
A new Social Atlas of Europe
 
GeoData: What's Special about Spatial?
GeoData: What's Special about Spatial?GeoData: What's Special about Spatial?
GeoData: What's Special about Spatial?
 
Lect 1 & 2 introduction to gis & rs
Lect 1 & 2  introduction to gis & rsLect 1 & 2  introduction to gis & rs
Lect 1 & 2 introduction to gis & rs
 
Application of gis and remote sensing in modern transport system
Application of gis and remote sensing in modern transport systemApplication of gis and remote sensing in modern transport system
Application of gis and remote sensing in modern transport system
 
Eaa2021 476 kecheva_nekhrizov_bulgaria
Eaa2021 476 kecheva_nekhrizov_bulgariaEaa2021 476 kecheva_nekhrizov_bulgaria
Eaa2021 476 kecheva_nekhrizov_bulgaria
 
Rajeshwari Urban Environment, RS and GIS
Rajeshwari  Urban Environment, RS and GISRajeshwari  Urban Environment, RS and GIS
Rajeshwari Urban Environment, RS and GIS
 
OSM HOT SBTF 2013_03_16
OSM HOT SBTF 2013_03_16OSM HOT SBTF 2013_03_16
OSM HOT SBTF 2013_03_16
 

Destacado

Yet another population cartogram: Creating gridded cartograms using ArcGIS an...
Yet another population cartogram: Creating gridded cartograms using ArcGIS an...Yet another population cartogram: Creating gridded cartograms using ArcGIS an...
Yet another population cartogram: Creating gridded cartograms using ArcGIS an...Benjamin Hennig
 
Preparing for "Peak Population": How the UK fiths within world demography
Preparing for "Peak Population": How the UK fiths within world demographyPreparing for "Peak Population": How the UK fiths within world demography
Preparing for "Peak Population": How the UK fiths within world demographyBenjamin Hennig
 
Mapping people, not sheep: Why our planet's well-being can look so different
Mapping people, not sheep: Why our planet's well-being can look so differentMapping people, not sheep: Why our planet's well-being can look so different
Mapping people, not sheep: Why our planet's well-being can look so differentBenjamin Hennig
 
“Calling Abidjan” - estimating population distribution through analysis of mo...
“Calling Abidjan” - estimating population distribution through analysis of mo...“Calling Abidjan” - estimating population distribution through analysis of mo...
“Calling Abidjan” - estimating population distribution through analysis of mo...Benjamin Hennig
 
Visualization of Satellite Data Availability : TerraSAR-X and TanDEM-X Runni...
Visualization of Satellite Data Availability: TerraSAR-X and TanDEM-X Runni...Visualization of Satellite Data Availability: TerraSAR-X and TanDEM-X Runni...
Visualization of Satellite Data Availability : TerraSAR-X and TanDEM-X Runni...Benjamin Hennig
 
Inequality and Sustainability
Inequality and SustainabilityInequality and Sustainability
Inequality and SustainabilityBenjamin Hennig
 
Where the wild spaces are: Visualising wilderness
Where the wild spaces are: Visualising wildernessWhere the wild spaces are: Visualising wilderness
Where the wild spaces are: Visualising wildernessBenjamin Hennig
 

Destacado (7)

Yet another population cartogram: Creating gridded cartograms using ArcGIS an...
Yet another population cartogram: Creating gridded cartograms using ArcGIS an...Yet another population cartogram: Creating gridded cartograms using ArcGIS an...
Yet another population cartogram: Creating gridded cartograms using ArcGIS an...
 
Preparing for "Peak Population": How the UK fiths within world demography
Preparing for "Peak Population": How the UK fiths within world demographyPreparing for "Peak Population": How the UK fiths within world demography
Preparing for "Peak Population": How the UK fiths within world demography
 
Mapping people, not sheep: Why our planet's well-being can look so different
Mapping people, not sheep: Why our planet's well-being can look so differentMapping people, not sheep: Why our planet's well-being can look so different
Mapping people, not sheep: Why our planet's well-being can look so different
 
“Calling Abidjan” - estimating population distribution through analysis of mo...
“Calling Abidjan” - estimating population distribution through analysis of mo...“Calling Abidjan” - estimating population distribution through analysis of mo...
“Calling Abidjan” - estimating population distribution through analysis of mo...
 
Visualization of Satellite Data Availability : TerraSAR-X and TanDEM-X Runni...
Visualization of Satellite Data Availability: TerraSAR-X and TanDEM-X Runni...Visualization of Satellite Data Availability: TerraSAR-X and TanDEM-X Runni...
Visualization of Satellite Data Availability : TerraSAR-X and TanDEM-X Runni...
 
Inequality and Sustainability
Inequality and SustainabilityInequality and Sustainability
Inequality and Sustainability
 
Where the wild spaces are: Visualising wilderness
Where the wild spaces are: Visualising wildernessWhere the wild spaces are: Visualising wilderness
Where the wild spaces are: Visualising wilderness
 

Más de Benjamin Hennig

Worldmapper: The Relaunch
Worldmapper: The RelaunchWorldmapper: The Relaunch
Worldmapper: The RelaunchBenjamin Hennig
 
Inequalities in Higher Education / Ungleichheiten in der Hochschulbildung
Inequalities in Higher Education / Ungleichheiten in der HochschulbildungInequalities in Higher Education / Ungleichheiten in der Hochschulbildung
Inequalities in Higher Education / Ungleichheiten in der HochschulbildungBenjamin Hennig
 
Geographic perspectives: The role of spatial thinking and geovisualisation in...
Geographic perspectives: The role of spatial thinking and geovisualisation in...Geographic perspectives: The role of spatial thinking and geovisualisation in...
Geographic perspectives: The role of spatial thinking and geovisualisation in...Benjamin Hennig
 
Beyond fire and ice: Mapping Iceland in the 21st Century
Beyond fire and ice: Mapping Iceland in the 21st CenturyBeyond fire and ice: Mapping Iceland in the 21st Century
Beyond fire and ice: Mapping Iceland in the 21st CenturyBenjamin Hennig
 
The Power of Maps: A Cartographic Journey along the World's Borders
The Power of Maps: A Cartographic Journey along the World's BordersThe Power of Maps: A Cartographic Journey along the World's Borders
The Power of Maps: A Cartographic Journey along the World's BordersBenjamin Hennig
 
Unequal Worlds - 100% Equality?
Unequal Worlds - 100% Equality?Unequal Worlds - 100% Equality?
Unequal Worlds - 100% Equality?Benjamin Hennig
 
Hyperspectral remote sensing and analysis of intertidal zones: A contribution...
Hyperspectral remote sensing and analysis of intertidal zones: A contribution...Hyperspectral remote sensing and analysis of intertidal zones: A contribution...
Hyperspectral remote sensing and analysis of intertidal zones: A contribution...Benjamin Hennig
 
New Geographies of China
New Geographies of ChinaNew Geographies of China
New Geographies of ChinaBenjamin Hennig
 
The Social Atlas of Europe
The Social Atlas of EuropeThe Social Atlas of Europe
The Social Atlas of EuropeBenjamin Hennig
 
Mapping Perspectives of Changing China
Mapping Perspectives of Changing ChinaMapping Perspectives of Changing China
Mapping Perspectives of Changing ChinaBenjamin Hennig
 
Data driven storytelling: The impact of visualisation on teaching and research
Data driven storytelling: The impact of visualisation on teaching and researchData driven storytelling: The impact of visualisation on teaching and research
Data driven storytelling: The impact of visualisation on teaching and researchBenjamin Hennig
 
Into the big wide open: Think (twice) before you map!
Into the big wide open: Think (twice) before you map!Into the big wide open: Think (twice) before you map!
Into the big wide open: Think (twice) before you map!Benjamin Hennig
 
One Planet, Many Worlds: Visualising the social and physical environment of h...
One Planet, Many Worlds: Visualising the social and physical environment of h...One Planet, Many Worlds: Visualising the social and physical environment of h...
One Planet, Many Worlds: Visualising the social and physical environment of h...Benjamin Hennig
 
Changing views of a changing planet
Changing views of a changing planetChanging views of a changing planet
Changing views of a changing planetBenjamin Hennig
 
Megacity London - ever growing, ever more unequal?
Megacity London - ever growing, ever more unequal?Megacity London - ever growing, ever more unequal?
Megacity London - ever growing, ever more unequal?Benjamin Hennig
 
The Visualisation of Spatial Social Structure
The Visualisation of Spatial Social StructureThe Visualisation of Spatial Social Structure
The Visualisation of Spatial Social StructureBenjamin Hennig
 
A Tale of Two Cities: London’s Health Inequalities
A Tale of Two Cities: London’s Health InequalitiesA Tale of Two Cities: London’s Health Inequalities
A Tale of Two Cities: London’s Health InequalitiesBenjamin Hennig
 
Cartography of the Financial Markets: Visualizations of an Economic World / K...
Cartography of the Financial Markets: Visualizations of an Economic World / K...Cartography of the Financial Markets: Visualizations of an Economic World / K...
Cartography of the Financial Markets: Visualizations of an Economic World / K...Benjamin Hennig
 
Creating gridded cartograms: Israel and the Palestine Territories
Creating gridded cartograms: Israel and the Palestine TerritoriesCreating gridded cartograms: Israel and the Palestine Territories
Creating gridded cartograms: Israel and the Palestine TerritoriesBenjamin Hennig
 

Más de Benjamin Hennig (20)

Worldmapper: The Relaunch
Worldmapper: The RelaunchWorldmapper: The Relaunch
Worldmapper: The Relaunch
 
Inequalities in Higher Education / Ungleichheiten in der Hochschulbildung
Inequalities in Higher Education / Ungleichheiten in der HochschulbildungInequalities in Higher Education / Ungleichheiten in der Hochschulbildung
Inequalities in Higher Education / Ungleichheiten in der Hochschulbildung
 
Geographic perspectives: The role of spatial thinking and geovisualisation in...
Geographic perspectives: The role of spatial thinking and geovisualisation in...Geographic perspectives: The role of spatial thinking and geovisualisation in...
Geographic perspectives: The role of spatial thinking and geovisualisation in...
 
Beyond fire and ice: Mapping Iceland in the 21st Century
Beyond fire and ice: Mapping Iceland in the 21st CenturyBeyond fire and ice: Mapping Iceland in the 21st Century
Beyond fire and ice: Mapping Iceland in the 21st Century
 
The Power of Maps: A Cartographic Journey along the World's Borders
The Power of Maps: A Cartographic Journey along the World's BordersThe Power of Maps: A Cartographic Journey along the World's Borders
The Power of Maps: A Cartographic Journey along the World's Borders
 
Unequal Worlds - 100% Equality?
Unequal Worlds - 100% Equality?Unequal Worlds - 100% Equality?
Unequal Worlds - 100% Equality?
 
Hyperspectral remote sensing and analysis of intertidal zones: A contribution...
Hyperspectral remote sensing and analysis of intertidal zones: A contribution...Hyperspectral remote sensing and analysis of intertidal zones: A contribution...
Hyperspectral remote sensing and analysis of intertidal zones: A contribution...
 
New Geographies of China
New Geographies of ChinaNew Geographies of China
New Geographies of China
 
The Social Atlas of Europe
The Social Atlas of EuropeThe Social Atlas of Europe
The Social Atlas of Europe
 
Mapping Perspectives of Changing China
Mapping Perspectives of Changing ChinaMapping Perspectives of Changing China
Mapping Perspectives of Changing China
 
Londonmapper
LondonmapperLondonmapper
Londonmapper
 
Data driven storytelling: The impact of visualisation on teaching and research
Data driven storytelling: The impact of visualisation on teaching and researchData driven storytelling: The impact of visualisation on teaching and research
Data driven storytelling: The impact of visualisation on teaching and research
 
Into the big wide open: Think (twice) before you map!
Into the big wide open: Think (twice) before you map!Into the big wide open: Think (twice) before you map!
Into the big wide open: Think (twice) before you map!
 
One Planet, Many Worlds: Visualising the social and physical environment of h...
One Planet, Many Worlds: Visualising the social and physical environment of h...One Planet, Many Worlds: Visualising the social and physical environment of h...
One Planet, Many Worlds: Visualising the social and physical environment of h...
 
Changing views of a changing planet
Changing views of a changing planetChanging views of a changing planet
Changing views of a changing planet
 
Megacity London - ever growing, ever more unequal?
Megacity London - ever growing, ever more unequal?Megacity London - ever growing, ever more unequal?
Megacity London - ever growing, ever more unequal?
 
The Visualisation of Spatial Social Structure
The Visualisation of Spatial Social StructureThe Visualisation of Spatial Social Structure
The Visualisation of Spatial Social Structure
 
A Tale of Two Cities: London’s Health Inequalities
A Tale of Two Cities: London’s Health InequalitiesA Tale of Two Cities: London’s Health Inequalities
A Tale of Two Cities: London’s Health Inequalities
 
Cartography of the Financial Markets: Visualizations of an Economic World / K...
Cartography of the Financial Markets: Visualizations of an Economic World / K...Cartography of the Financial Markets: Visualizations of an Economic World / K...
Cartography of the Financial Markets: Visualizations of an Economic World / K...
 
Creating gridded cartograms: Israel and the Palestine Territories
Creating gridded cartograms: Israel and the Palestine TerritoriesCreating gridded cartograms: Israel and the Palestine Territories
Creating gridded cartograms: Israel and the Palestine Territories
 

Último

Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Seán Kennedy
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Celine George
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPCeline George
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationRosabel UA
 
TEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docxTEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docxruthvilladarez
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfErwinPantujan2
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptxmary850239
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSMae Pangan
 
4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptx4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptxmary850239
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operationalssuser3e220a
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 

Último (20)

Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...
 
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptxINCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERP
 
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptxYOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translation
 
TEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docxTEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docx
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHS
 
4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptx4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptx
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operational
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 

Re-Mapping the World's Population