Geo-ForPy - Forest Cover Changes in the Paraguayan Chaco - Landsat-5/7/8,1987-2020

The dataset is based on the analysis of forest cover dynamics in the Paraguayan Chaco (northeastern part of Paraguay) between 1987 and 2020. The underlying forest masks were derived through annual forst classifications with a Random-Forest-Classifier trained on Landsat data from 1987 until 2020. The map shows the year in which the forest area was lost.
 
Citation proposal
German Aerospace Center (DLR). Geo-ForPy - Forest Cover Changes in the Paraguayan Chaco - Landsat-5/7/8,1987-2020. https://gdk.gdi-de.org/geonetwork/srv/api/records/dbc3ec56-a9d7-4050-ad14-1ff2e72a753
 

INSPIRE

Identification

File identifier
dbc3ec56-a9d7-4050-ad14-1ff2e72a753   XML
Hierarchy level
Dataset
Online resource
Protocol
OGC:WMS
Protocol
WWW:LINK-1.0-http--link
Protocol
WWW:LINK-1.0-http--link
Protocol
WWW:LINK-1.0-http--link
Resource identifier
code
https://geoservice.dlr.de/catalogue/srv/metadata/dbc3ec56-a9d7-4050-ad14-1ff2e72a753
Metadata language
English
Spatial representation type
Grid
Encoding
Format
Cloud Optimized GeoTIFF
Projection
 

Classification of data and services

Topic category
  • Biota
 

Classification of data and services

Coupled resource
Coupled resource
 
 

Classification of data and services

Coupled resource
Coupled resource
 
 

Keywords

GEMET - INSPIRE themes, version 1.0 ( Theme )
  • Land cover
Spatial scope
Other keywords
Keywords
  • opendata
  • DLR
  • EOC
  • GeoForPy
  • Forest
  • Forest Cover
  • Landsat-5
  • Landsat-7
  • Landsat-8
  • Paraguay
  • Time Series
 
 

Geographic coverage

N
S
E
W


 

Temporal reference

Temporal extent
Temporal extent
Date ( Creation )
2022-09-01T00:00:00
 

Quality and validity

Lineage
This data set provides an overview of 34 years of forest cover losses in the Paraguayan Chaco. The year in which there was the last change of an area from forest to non-forest is represented by its colour. Afforestaton cannot be represented in this dataset.
Denominator
60000
 

Conformity

Conformity
Conformity
 

Conformity

Conformity
Conformity
Explanation
See the referenced specification.
 

Restrictions on access and use

Access constraints
Nutzungsbedingungen: Lizenz, https://creativecommons.org/licenses/by/4.0/ Terms of use: License, https://creativecommons.org/licenses/by/4.0/
Access constraints

{"id": "cc-by-4.0",

"name": "Creative-Commons - Attribution 4.0 International (CC BY 4.0)",

"url": "http://dcat-ap.de/def/licenses/cc-by/4.0",

"quelle": "Copyright DLR (2022)"}

 

Restrictions on access and use

 

Responsible organization (s)

Contact for the resource
Organisation name
German Aerospace Center (DLR)
Email
Jennifer.Kriese@dlr.de
Organisation name
German Aerospace Center (DLR)
Email
geoservice@dlr.de
 

Responsible organization (s)

Contact for the resource
Organisation name
German Aerospace Center (DLR)
Email
Jennifer.Kriese@dlr.de
Organisation name
German Aerospace Center (DLR)
Email
geoservice@dlr.de
 

Metadata information

Contact for the metadata
Organisation name
German Aerospace Center (DLR)
Email
geoservice@dlr.de
Date stamp
2024-06-20T13:07:37
Metadata language
English
Character set
UTF8
 
 

SDS

Conformance class 1: invocable

Access Point URL
Endpoint URL
Technical specification
 

Conformance class 2: interoperable

Coordinate reference system
 
Quality of Service
 
Access constraints
Limitation
 
Use constraints
Limitation
 
Responsible custodian
Contact for the resource
 
 

Conformance class 3: harmonized

 
 

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  Associated resources

Not available