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Policies to Reduce Emissions from Deforestation and Degradation ...

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Figure 3.1 Conceptual Observation Framework for Moni<strong>to</strong>ring Forest Changes <strong>and</strong> Related Carbon <strong>Emissions</strong>,<br />

Integrating Information <strong>from</strong> Different Data Sources<br />

Hot spot/large<br />

deforestation detection<br />

Wall-<strong>to</strong>-wall mapping Sampling approach<br />

Change in forest area<br />

<strong>and</strong> density<br />

Estimation of carbon<br />

emissions<br />

Global observations<br />

ı Global observations by medium-resolution sensors (250–1000<br />

m) such as MODIS/ MERS<br />

ı Appropriate for the identification of hotspots of l<strong>and</strong>-cover<br />

change: large fire <strong>and</strong> deforestation events (>10 ha)<br />

Regional /national observations<br />

Wall-<strong>to</strong>-wall mapping<br />

ı High-resolution sensors (10–60 m), such as L<strong>and</strong>sat, SPOT,<br />

CBERS, combined with ground-truthing <strong>and</strong> ancillary data<br />

ı Can identify areas of anthropogenic l<strong>and</strong>-cover change (5–10 ha)<br />

ı Can be used <strong>to</strong> construct baseline<br />

Sampling hotspots <strong>and</strong> forest degradation<br />

ı Very high-resolution sensors (

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