Subspace methods for eigenstructure assignment

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Can community-based adaptation increase resilience?

A central claim of community-based adaptation (CBA) is that it increases resilience. Yet, the concept of resilience is treated inconsistently in CBA, obscuring discussion of the limitations and benefits of resilience thinking and undermining evaluation of resilience outcomes in target communities. This paper examines different participatory assessment activities carried out as part of CBA case studies in Timor-Leste and Solomon Islands. The activities and their outputs were assessed against 10 characteristics of resilience previously identified in a systematic review. The findings offer support to the claim that CBA can build resilience in target communities, revealing the inherent strengths of CBA in relation to resilience. However, it is necessary for CBA assessments to simultaneously incorporate activities that consider cultural, political, economic and ecological factors influencing resilience within and between communities. This may demand multiple staff with different skills. The findings also highlight the importance of politics and power in shaping adaptive capacity. In particular, addressing the highly context specific nature of social, cultural and political relations demands an approach that is situated in and responsive to local realities. Overall, our case studies suggest that using the 10 characteristics as an analytical framework offers support to practitioners looking to develop, implement or evaluate CBA assessment activities. Yet within this, it is critical that a focus on increasing resilience through CBA does not preclude transformation in social relations. Realising the potential to support resilience and transformation requires CBA practitioners to acknowledge the multifaceted nature of resilience, whilst also paying close attention to multiple potential barriers to equitable adaptation

Comparação da técnica do saco de náilon móvel com o método de coleta total para determinar a digestibilidade dos nutrientes de alimentos volumosos em eqüinos Comparison of the mobile nylon bag technique with the total collection method to determinate the forages nutrient digestibilities in equine

Foram realizados dois ensaios com o objetivo de avaliar a precisão da técnica do saco de náilon móvel em relação ao método de coleta total de fezes, para estimar a digestibilidade aparente dos nutrientes de alimentos volumosos em eqüinos. Foram utilizados seis cavalos adultos sem raça definida, com idade média de sete anos. No primeiro ensaio, foram avaliados os valores de digestibilidade do nutrientes do feno de capim coast-cross, por intermédio da técnica do saco de náilon móvel, com amostra moída em três diferentes granulometrias por meio do método de coleta total de fezes. No segundo ensaio, foram comparados os dois métodos para estimar a digestibilidade, utilizando como alimento teste o capim-elefante. Foi avaliado em laboratório o desaparecimento dos nutrientes das amostras de feno de capim coast-cross e capim-elefante moídas em três diferentes granulometrias, após a lavagem dos sacos em água. Foi usado um delineamento em blocos casualizados, no qual cada cavalo constituiu o bloco, e os métodos de determinação da digestibilidade, os tratamentos. Os resultados mostraram que a técnica do saco de náilon móvel com amostra moída a 1 mm é bom método de estimativa de digestibilidade aparente de MS, EB e hemicelulose, para o feno de capim coast-cross, enquanto para o capim-elefante, a amostra moída a 5 mm é precisa para estimar a digestibilidade aparente da MS, EB e FDN. A moagem das amostras de feno de capim coast-cross e capim-elefante a 1 mm proporcionou a maior perda de partículas dos sacos de náilon, após lavagem em água.<br>Two assays were carried out to evaluate the precision of the mobile nylon bag technique in relation to the total collection method, to estimate the apparent digestibility of nutrients of the forages in equines. Six adult crossbred horses averaging seven years old were used. In first assay, the values of digestibility of the nutrients of coast-cross hay were compared using the mobile nylon bag technique with sample ground at three different granulometries with the total feces collection. In the second assay, the two methods were compared to estimate the digestibility using elephant grass as the feed test. The disappearance of the nutrients of coast-cross hay and elephant grass samples ground at three different granulometries after washing of the bags in water was evaluated in laboratory. A randomized block design was used where each horse made up the block and digestibility determining methods, the treatments. The results showed that for the coast-cross hay, the mobile nylon bag tecnique with sample ground at 1mm is a good method to estimate the apparent digestibility of DM, GE and hemicellulose. For the elephant grass, the sample ground at 5 mm is precise to estimate the apparent digestibility of DM, GE and NDF. The grind at 1mm of the coast-cross hay and elephant grass samples provided the greatest loss of particles from the nylon bags after washing in water

Delexicalized Word Embeddings for Cross-lingual Dependency Parsing

International audienceThis paper presents a new approach to the problem of cross-lingual dependency parsing, aiming at leveraging training data from different source languages to learn a parser in a target language. Specifically , this approach first constructs word vector representations that exploit structural (i.e., dependency-based) contexts but only considering the morpho-syntactic information associated with each word and its contexts. These delexicalized word em-beddings, which can be trained on any set of languages and capture features shared across languages, are then used in combination with standard language-specific features to train a lexicalized parser in the target language. We evaluate our approach through experiments on a set of eight different languages that are part the Universal Dependencies Project. Our main results show that using such delexicalized embeddings, either trained in a monolin-gual or multilingual fashion, achieves significant improvements over monolingual baselines