globalbioticinteractions / globalbioticinteractions

Global Biotic Interactions provides access to existing species interaction datasets
https://globalbioticinteractions.org
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Data from: Geographical variation in mutualistic networks: similarity, turnover and partner fidelity #545

Open seltmann opened 3 years ago

seltmann commented 3 years ago

https://doi.org/10.5061/dryad.76173, CC(0)

jhpoelen commented 3 years ago

@seltmann thanks for sharing the reference to: Trøjelsgaard, Kristian et al. (2014), Data from: Geographical variation in mutualistic networks: similarity, turnover and partner fidelity, Dryad, Dataset, https://doi.org/10.5061/dryad.76173

At quick glance, the data publications contains various pollinator-plant networks expressed in traditional matrix form in text-based csv files.

The data appears to be prepared for human consumption and work is needed to make the data machine readable:

  1. Columns do not seems to align with the interaction cells
  2. Localities are encoded in free-text and need to be transcribed and linked into a new data scheme
  3. sex is encoded in the (column) names (e.g., Euphorbia balsamifera (f))
  4. date at which the observations were made are not apparent

In an ideal world, the matrices would be transcribed/re-published in a pair-wise "tidy" row format as described in https://tidyr.tidyverse.org/articles/tidy-data.html with example at https://github.com/Extended-Bee-Network/bee-interaction-database .

The matrices can then be reconstructed from that pairwise format if needed.

example network matrix from publication:

Argyranthemum frutescens Euphorbia balsamifera (f) Euphorbia balsamifera (m) Euphorbia lamarckii Kickxia scoparia Launaea arborescens Lavendula multifida Periploca laevigata Phagnalon saxatile Plocama pendula Rubia fruticosa  
Apis mellifera 0 0 0 0 0 1 0 0 0 1 0
Aprostocetus occidentalis 0 0 0 2 0 0 0 0 0 0 1
Araneidae sp. 1 0 1 0 0 0 0 0 0 0 0 0
Araneidae sp. 2 0 0 0 0 0 0 0 0 0 0 1
Attalus rugifrons 1 0 0 0 0 0 0 0 0 0 0
Bruchidius wollastoni 2 0 0 0 0 2 0 0 1 0 0
Campiglossa reticulata 1 0 0 0 0 0 0 0 0 0 0
Camponotus feae 2 30 12 27 0 0 2 14 0 0 0
Chrysomya albiceps 2 0 0 0 0 0 0 0 0 0 0
Dasytes subaenescens 0 0 1 0 0 1 0 0 0 0 0
Estheria simonyi 0 0 0 1 0 0 0 0 0 0 1
Eumerus latitarsis 0 6 17 0 0 0 0 0 0 0 0
Halictus fulvipes 0 0 0 0 0 1 0 0 0 0 0
Lasioglossum loetum 0 0 0 0 0 1 0 0 0 0 2
Lasioglossum viride 5 0 0 0 0 1 0 1 6 3 0
Megaselia sp. 1 0 0 0 0 0 0 0 2 0 0 0
Musca domestica 0 0 0 1 0 0 0 0 0 0 0
Myopites nigrescens 1 0 0 0 0 0 0 0 1 0 0
Nyctia lugubris 0 0 0 1 0 0 0 0 0 0 0
Oxyopes kraepelinorum 0 0 1 0 0 0 0 0 0 0 0
Paratrechina longicornis 0 0 2 0 0 0 0 3 0 0 0
Pieris rapae 1 0 0 0 0 0 0 0 0 0 0
Plagiolepis schmitzii 0 3 10 0 0 0 0 3 2 0 0
Platypalpus sp. 1 0 1 0 0 0 0 0 0 0 0 0
Sarcophagidae sp. 8 0 1 0 0 0 0 0 0 0 0 2
Sciaridae sp. 1 0 0 0 0 0 0 0 0 0 0 1
Scymnus canariensis 0 0 0 0 0 0 0 1 0 0 0
Tachina canariensis 4 2 1 2 0 0 0 0 0 1 0
Thomisus cf. globosum 2 0 0 0 0 0 0 0 0 0 0
Thomisus cf. onustus 1 0 0 0 0 0 0 0 0 0 0
Thyridanthrax indigenus 3 1 1 0 0 0 0 0 3 0 0
Thysanoptera sp. 1 3 0 15 0 0 0 0 0 0 0 0
Thysanoptera sp. 2 6 0 0 0 1 2 0 0 6 0 0