SlideShare ist ein Scribd-Unternehmen logo
1 von 12
Study of patterns of deforestation Amazon Rainforest, lowlands Bolivia Paula Andrea Martinez Statistical Image Analysis
Deforestation Removal of a forest or trees in a non sustainable way.  Urban areas Farms, fields Agro industry
Amazon Forest
Study Area Latitude S: 16° 54' 34.861'', longitude W: 62° 40' 17.4316'‘ North east side of Río Grande, Santa Cruz- Bolivia INPE 1987 to 2010 19533 km2
Analysis INPE is an open Data Base for satellite imagery, especially for the Amazon forest. Brazil produced this online forest inventory.
Threshold analysis
Threshold analysis - mask
Area Analysis
Expansion of fragments 2003 2007 2010 Steininger. Et all (2000). Clearance and Fragmentation of Tropical Dry Forest in the TierrasBajas Region of Santa Cruz, Bolivia. Conservation Biology. Volume 14: 856-866
Annual rate of change 48% ~52%
Classes
How to control Deforestation Reducing emissions (REDD) Monitoring Deforestation Forest management  Sustainable practices Conservation Reforestation Forest plantations

Weitere ähnliche Inhalte

Ähnlich wie Patterns of Deforestation

FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017
FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017
FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017I. A. B. Quissindo
 
Analysis of forest tree species retention and cultivation in rural farming sy...
Analysis of forest tree species retention and cultivation in rural farming sy...Analysis of forest tree species retention and cultivation in rural farming sy...
Analysis of forest tree species retention and cultivation in rural farming sy...Alexander Decker
 
The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...
The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...
The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...catherine870535
 
Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...
Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...
Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...Innspub Net
 
Long-term monitoring of diversity and structure of two stands of an Atlantic ...
Long-term monitoring of diversity and structure of two stands of an Atlantic ...Long-term monitoring of diversity and structure of two stands of an Atlantic ...
Long-term monitoring of diversity and structure of two stands of an Atlantic ...Écio Diniz
 
Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016
Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016
Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016DanielSomma
 
Reforestation in the Cerro Candelaria Reserve
Reforestation in the Cerro Candelaria ReserveReforestation in the Cerro Candelaria Reserve
Reforestation in the Cerro Candelaria ReserveChristopher Chang
 
Developing a partnership with nature shaping new forests out of landscape ele...
Developing a partnership with nature shaping new forests out of landscape ele...Developing a partnership with nature shaping new forests out of landscape ele...
Developing a partnership with nature shaping new forests out of landscape ele...CIFOR-ICRAF
 
Conservation in an Amazonian tri national frontier livelihoods and forest cle...
Conservation in an Amazonian tri national frontier livelihoods and forest cle...Conservation in an Amazonian tri national frontier livelihoods and forest cle...
Conservation in an Amazonian tri national frontier livelihoods and forest cle...CIFOR-ICRAF
 
Amazon Conservation Association Annual Report 2012
Amazon Conservation Association Annual Report 2012Amazon Conservation Association Annual Report 2012
Amazon Conservation Association Annual Report 2012svallejon
 
Viticultural Zoning in D.O.C. Ribeiro (NW Spain)
Viticultural Zoning in D.O.C. Ribeiro (NW Spain)Viticultural Zoning in D.O.C. Ribeiro (NW Spain)
Viticultural Zoning in D.O.C. Ribeiro (NW Spain)Daniel Blanco-Ward
 
Beta_Diversity_along_an_Elevational_Gradient
Beta_Diversity_along_an_Elevational_GradientBeta_Diversity_along_an_Elevational_Gradient
Beta_Diversity_along_an_Elevational_GradientStefanSudono
 
Species composition, diversity and community structure of mangroves in Barang...
Species composition, diversity and community structure of mangroves in Barang...Species composition, diversity and community structure of mangroves in Barang...
Species composition, diversity and community structure of mangroves in Barang...Open Access Research Paper
 
Levers for the transformation of land use on the periphery of the Haut-Sassan...
Levers for the transformation of land use on the periphery of the Haut-Sassan...Levers for the transformation of land use on the periphery of the Haut-Sassan...
Levers for the transformation of land use on the periphery of the Haut-Sassan...Innspub Net
 
Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...
Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...
Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...Innspub Net
 

Ähnlich wie Patterns of Deforestation (20)

FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017
FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017
FOREST FIRE MONITORING IN ANGOLAN NATIONAL PARKS IN THE PERIOD 2008-2017
 
GIS portfolio - Jorge Caballero
GIS portfolio - Jorge CaballeroGIS portfolio - Jorge Caballero
GIS portfolio - Jorge Caballero
 
Measure2003
Measure2003Measure2003
Measure2003
 
Analysis of forest tree species retention and cultivation in rural farming sy...
Analysis of forest tree species retention and cultivation in rural farming sy...Analysis of forest tree species retention and cultivation in rural farming sy...
Analysis of forest tree species retention and cultivation in rural farming sy...
 
1 5 presentation mx-april_2018.compressed
1 5 presentation mx-april_2018.compressed1 5 presentation mx-april_2018.compressed
1 5 presentation mx-april_2018.compressed
 
The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...
The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...
The Amazon as a Bioeconomy Superpower: Investing in Innovation & Technology f...
 
Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...
Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...
Diversity and distribution of anuran in two islands of Parnaíba River Delta, ...
 
Long-term monitoring of diversity and structure of two stands of an Atlantic ...
Long-term monitoring of diversity and structure of two stands of an Atlantic ...Long-term monitoring of diversity and structure of two stands of an Atlantic ...
Long-term monitoring of diversity and structure of two stands of an Atlantic ...
 
Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016
Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016
Silvopastoral systems d_casaubon et al_peri et al eds_aaf 2016
 
Reforestation in the Cerro Candelaria Reserve
Reforestation in the Cerro Candelaria ReserveReforestation in the Cerro Candelaria Reserve
Reforestation in the Cerro Candelaria Reserve
 
Developing a partnership with nature shaping new forests out of landscape ele...
Developing a partnership with nature shaping new forests out of landscape ele...Developing a partnership with nature shaping new forests out of landscape ele...
Developing a partnership with nature shaping new forests out of landscape ele...
 
Conservation in an Amazonian tri national frontier livelihoods and forest cle...
Conservation in an Amazonian tri national frontier livelihoods and forest cle...Conservation in an Amazonian tri national frontier livelihoods and forest cle...
Conservation in an Amazonian tri national frontier livelihoods and forest cle...
 
Amazon Conservation Association Annual Report 2012
Amazon Conservation Association Annual Report 2012Amazon Conservation Association Annual Report 2012
Amazon Conservation Association Annual Report 2012
 
Viticultural Zoning in D.O.C. Ribeiro (NW Spain)
Viticultural Zoning in D.O.C. Ribeiro (NW Spain)Viticultural Zoning in D.O.C. Ribeiro (NW Spain)
Viticultural Zoning in D.O.C. Ribeiro (NW Spain)
 
Beta_Diversity_along_an_Elevational_Gradient
Beta_Diversity_along_an_Elevational_GradientBeta_Diversity_along_an_Elevational_Gradient
Beta_Diversity_along_an_Elevational_Gradient
 
Species composition, diversity and community structure of mangroves in Barang...
Species composition, diversity and community structure of mangroves in Barang...Species composition, diversity and community structure of mangroves in Barang...
Species composition, diversity and community structure of mangroves in Barang...
 
Sapo ne
Sapo neSapo ne
Sapo ne
 
Amazon forest
Amazon forestAmazon forest
Amazon forest
 
Levers for the transformation of land use on the periphery of the Haut-Sassan...
Levers for the transformation of land use on the periphery of the Haut-Sassan...Levers for the transformation of land use on the periphery of the Haut-Sassan...
Levers for the transformation of land use on the periphery of the Haut-Sassan...
 
Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...
Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...
Species Diversity and Above-ground Carbon Stock Assessments in Selected Mangr...
 

Kürzlich hochgeladen

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajanpragatimahajan3
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingTeacherCyreneCayanan
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfchloefrazer622
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 

Kürzlich hochgeladen (20)

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajan
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Advance Mobile Application Development class 07
Advance Mobile Application Development class 07Advance Mobile Application Development class 07
Advance Mobile Application Development class 07
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writing
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 

Patterns of Deforestation

  • 1. Study of patterns of deforestation Amazon Rainforest, lowlands Bolivia Paula Andrea Martinez Statistical Image Analysis
  • 2. Deforestation Removal of a forest or trees in a non sustainable way. Urban areas Farms, fields Agro industry
  • 4. Study Area Latitude S: 16° 54' 34.861'', longitude W: 62° 40' 17.4316'‘ North east side of Río Grande, Santa Cruz- Bolivia INPE 1987 to 2010 19533 km2
  • 5. Analysis INPE is an open Data Base for satellite imagery, especially for the Amazon forest. Brazil produced this online forest inventory.
  • 9. Expansion of fragments 2003 2007 2010 Steininger. Et all (2000). Clearance and Fragmentation of Tropical Dry Forest in the TierrasBajas Region of Santa Cruz, Bolivia. Conservation Biology. Volume 14: 856-866
  • 10. Annual rate of change 48% ~52%
  • 12. How to control Deforestation Reducing emissions (REDD) Monitoring Deforestation Forest management Sustainable practices Conservation Reforestation Forest plantations

Hinweis der Redaktion

  1. Environmental problems1. Atmospheric2 Hydrological3 Soil4 EcologicalCauses: population growth, government laws, industries, large-scale cattle ranching, and extensive agriculture
  2. Conversely, a newer analysis of satellite images reveals that deforestation of the Amazon rainforest is twice as fast as scientists previously estimated.
  3. Conversely, a newer analysis of satellite images reveals that deforestation of the Amazon rainforest is twice as fast as scientists previously estimated.