A world that is perfect "The wise men understood that this natural world is only an image and a copy of paradise. The existence of this world is simply a guarantee that there exists a world that is perfect." Paulo Coelho, The Alchemist simulation
Data Farming A Research Paper onlinelibrary.wiley.com Miners seek valuable nuggets of ore buried in the earth, but have no control over what is out there or how hard it is to extract the nuggets from their surroundings. ... Similarly, data miners seek to uncover valuable nuggets of information buried within massive amounts of data. Farmers cultivate the land to maximize their yield. They manipulate the environment to their advantage using irrigation, pest control, crop rotation, fertilizer, and more. Small-scale designed experiments let them determine whether these treatments are effective. Similarly, data farmers manipulate simulation models to their advantage, using large-scale designed experimentation to grow data from their models in a manner that easily lets them extract useful information. An information service society farmingdatasimulation
Five basic rules Five basic rules: (1) Record your work as notes to your future self and colleagues. Write notes so that someone fifty years from now (or more) will understand and be able to use the factual information you collected, perhaps for purposes quite different from the original reasons. Clearly separate facts from interpretations so these are not confusing to a future reader. (2) Establish a clear and consistent notebook format and process. I always include the data, place, main activities or events, weather conditions, and other people involves. The day, month, and year is the most important link between that particular point in time and other people’s records, separate data sheets that I filled out myself, photos, and most important, collected specimens. Documenting collecting strategies and protocols receives special attention. In the moment, these may seem like common knowledge for the field team, so sometimes no one bothers to write them out. (3) Don’t lose your field records! (4) Pack a camera, create a visual record. No matter how many words you write to describe a fossil locality, you can’t beat an actual photo, taken on the spot, annotated in pen, and pasted into your notebook. There is no substitute for a photograph you actually mark in “real time” in the field as the best way to preserve a lasting, accurate record for yourself, or for someone who has never seen the site or object in question. (5) Learning through sketches and diagrams. Photographs are great, but drawn what you see is a more powerful way to learn about spatial patterns and relationships. Even if you are not an expert at drawing, you can make sketches that are much more informative than words would be. Always include a scale, an orientation, and labels in your diagrams. Anna K. Behrensmeyer, Linking Researchers Across Generations Best practices