forest-cover-type-dataset-metadata.json

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\u003E earth and nature \u003E plants","subject \u003E earth and nature","subject \u003E earth and nature \u003E environment \u003E forestry"],"isAccessibleForFree":true,"includedInDataCatalog":{"@type":"sc:DataCatalog","name":"Kaggle","url":"https://www.kaggle.com"},"creator":{"@type":"sc:Organization","name":"UCI Machine Learning","url":"/organizations/uciml","image":"https://storage.googleapis.com/kaggle-organizations/7/thumbnail.png"},"publisher":{"@type":"sc:Organization","name":"Kaggle","url":"https://www.kaggle.com/organizations/kaggle","image":"https://storage.googleapis.com/kaggle-organizations/4/thumbnail.png"},"thumbnailUrl":"https://storage.googleapis.com/kaggle-datasets-images/308/668/846241bcbfbbba75f4d2f6d7ebac9e0f/dataset-card.jpeg","dateModified":"2016-11-03T05:22:44.253","datePublished":"2016-11-03T05:22:44.253","@type":"sc:Dataset","name":"Forest Cover Type Dataset","url":"https://www.kaggle.com/datasets/uciml/forest-cover-type-dataset/versions/1","description":"### Context\n\nThis dataset contains tree observations from four areas of the Roosevelt National Forest in Colorado. All observations are cartographic variables (no remote sensing) from 30 meter x 30 meter sections of forest. There are over half a million measurements total!\n\n### Content\n\nThis dataset includes information on tree type, shadow coverage, distance to nearby landmarks (roads etcetera), soil type, and local topography.\n\n### Acknowledgement\n\nThis dataset is part of the UCI Machine Learning Repository, and the original source can be found [here](https://archive.ics.uci.edu/ml/datasets/Covertype). The original database owners are Jock A. Blackard, Dr. Denis J. Dean, and Dr. Charles W. Anderson of the Remote Sensing and GIS Program at Colorado State University. \n\n### Inspiration\n\n* Can you build a model that predicts what types of trees grow in an area based on the surrounding characteristics? A past Kaggle competition project on this topic can be found [here](https://www.kaggle.com/c/forest-cover-type-prediction).\n* What kinds of trees are most common in the Roosevelt National Forest?\n* Which tree types can grow in more diverse environments? Are there certain tree types that are sensitive to an environmental factor, such as elevation or soil type?"}