Multi-Source National Forest Inventory

Methods and Applications

  • Erkki Tomppo
  • Markus Haakana
  • Matti Katila
  • Jouni Peräsaari

Part of the Managing Forest Ecosystems book series (MAFE, volume 18)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Pages 1-4
  3. Pages 5-34
  4. Pages 35-62
  5. Pages 63-88
  6. Pages 89-92
  7. Back Matter
    Pages 93-373

About this book


Building on more than a decade of innovative research into multi-source forest inventory (MS-NFI) this book presents full details of the development, outputs and applications of the improved k-NN method. The method, which was pioneered in Finland in 1990, is rapidly becoming a world standard in forest inventory, having been adopted as standard in Finland and Sweden, and recently introduced in Austria and across the US.

The book describes in detail the full MS-NFI process, and the input data used – including field data, satellite images, and digital map data, as well as coarse-scale variation of forest variables. It also presents comprehensive information on the types of outputs which can be derived, including maps and statistics, describing, for example, stock volumes and development, dominant tree species, age-class distribution, and large and small-scale variation.

The book will provide an invaluable resource for those involved in forest inventory, including government departments and bodies involved in forest policy, management and monitoring, forest managers, and researchers and graduate students interested in forest inventory, modelling and analysis. It will find an additional market among those interested in Earth observation, ecology and broader areas of environmental and natural resource management.

Erkki Tomppo was the winner of the 1997 Marcus Wallenberg Prize for his work on the k-NN method.


Earth observation Environmental research management Forest inventory Forest policy and managent ecology forest forest policy

Authors and affiliations

  • Erkki Tomppo
    • 1
  • Markus Haakana
    • 1
  • Matti Katila
    • 1
  • Jouni Peräsaari
    • 1
  1. 1.Finnish Forest Research InstituteHelsinkiFinland

Bibliographic information

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