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Journal Article 2018

Autor: Álvarez, S. Timler, Carl J. Michalscheck, M. Paas, W. Descheemaeker, Katrien Tittonell, Pablo A. Andersson, Jens A. Groot, Jeroen C.J.

Creating typologies is a way to summarize the large heterogeneity of smallholder farming systems into a few farm types. Various methods exist, commonly using statistical analysis, to create these typologies. We demonstrate that the methodological decisions on data collection, variable selection, ...

Enlace original: https://cgspace.cgiar.org/handle/10568/92861

Investigación en Agricultura
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Álvarez, S. ,  Timler, Carl J. ,  Michalscheck, M. ,  Paas, W. ,  Descheemaeker, Katrien ,  Tittonell, Pablo A. ,  Andersson, Jens A. ,  Groot, Jeroen C.J. ,  [Capturing farm diversity with hypothesis-based typologies: An innovative methodological framework for farming system typology development] ,  Capturing farm diversity with hypothesis-based typologies: An innovative methodological framework for farming system typology development
Journal Article 2016-06-15

Autor: Kuivanen, K.S. Michalscheck, Mirja Descheemaeker, Katrien Adjei-Nsiah, Samuel Mellon-Bedi, S. Groot, Jeroen C.J. Álvarez, S.

Typologies are often used to understand and capture smallholder farming system heterogeneity, and may be derived using different approaches and methods. This article aims to compare a quantitative, statistical typology based on a survey dataset and multivariate analysis, with a qualitative partic...

Enlace original: https://cgspace.cgiar.org/handle/10568/76362

Investigación en Agricultura
Enlace permanente
Kuivanen, K.S. ,  Michalscheck, Mirja ,  Descheemaeker, Katrien ,  Adjei-Nsiah, Samuel ,  Mellon-Bedi, S. ,  Groot, Jeroen C.J. ,  Álvarez, S. ,  [A comparison of statistical and participatory clustering of smallholder farming systems - a case study in Northern Ghana] ,  A comparison of statistical and participatory clustering of smallholder farming systems - a case study in Northern Ghana
Journal Article 2017-09-15

Autor: Paas, W. Groot, Jeroen C.J.

The applicability of statistical typologies that capture farming systems diversity in innovation and development projects would increase if their adaptability would be enhanced, so that newly encountered farms can be classified and used to update the typology. In this paper we propose Naïve Bayes...

Enlace original: https://cgspace.cgiar.org/handle/10568/87896

Investigación en Agricultura
Enlace permanente
Paas, W. ,  Groot, Jeroen C.J. ,  [Creating adaptive farm typologies using Naive Bayesian classification] ,  Creating adaptive farm typologies using Naive Bayesian classification
Journal Article 2016-09

Autor: Kuivanen, K.S. Álvarez, S. Michalscheck, Mirja Adjei-Nsiah, Samuel Descheemaeker, Katrien Mellon-Bedi, S. Groot, Jeroen C.J.

Typologies may be used as tools for dealing with farming system heterogeneity. This is achieved by classifying farms into groups that have common characteristics, i.e. farm types, which can support the implementation of a more tailored approach to agricultural development. This article explored p...

Enlace original: https://cgspace.cgiar.org/handle/10568/77101

Investigación en Agricultura
Enlace permanente
Kuivanen, K.S. ,  Álvarez, S. ,  Michalscheck, Mirja ,  Adjei-Nsiah, Samuel ,  Descheemaeker, Katrien ,  Mellon-Bedi, S. ,  Groot, Jeroen C.J. ,  [Characterising the diversity of smallholder farming systems and their constraints and opportunities for innovation: a case study from the northern region, Ghana] ,  Characterising the diversity of smallholder farming systems and their constraints and opportunities for innovation: a case study from the northern region, Ghana

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