Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys

Author:

Baffetta Federica,Fattorini Lorenzo,Franceschi Sara,Corona Piermaria

Publisher

Elsevier BV

Subject

Computers in Earth Sciences,Geology,Soil Science

Reference24 articles.

1. Baffetta, F. (2007). A first investigation on the design-based properties of k-NN techniques in forest surveys. Ph.D. Thesis, Dipartimento Statistico, Università di Firenze, Italy.

2. Sampling techniques;Cochran,1977

3. Guidance for choosing a sampling design for environmental data collection;EPA,2000

4. A three-phase sampling strategy for large-scale multiresource forest inventories;Fattorini;Journal of Agricultural, Biological and Environmental Statistics,2006

5. Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbours method;Franco-Lopez;Remote Sensing of Environment,2001

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