{
    "created": "2024-03-07 09:29:04",
    "updated": "2026-04-28 23:54:57",
    "id": "079816f7-7082-49d2-91f0-aef01ae241df",
    "version": 11,
    "ds_topic": null,
    "title_cn": "监督学习的钻井地层感知：模型评估和参数分析数据集（2009-2013年）",
    "title_en": "Supervised learning for drilling formation sensing: model evaluation and parameter analysis dataset (2009-2013)",
    "ds_abstract": "<p>&emsp;&emsp;采用多种监督学习模型对钻井地层进行感知识别与参数分析。\n<p>&emsp;&emsp;数据字段示意如下：\n<p>&emsp;&emsp;ILD：Induction Logging Device；\n<p>&emsp;&emsp;SP：Spontaneous Potential；\n<p>&emsp;&emsp;CN：Neutron Logging；\n<p>&emsp;&emsp;ILM：Intermediate Logging Device；\n<p>&emsp;&emsp;GR：Gamma Ray Logging；\n<p>&emsp;&emsp;CAL：Caliper；\n<p>&emsp;&emsp;AC：Acoustic Logging；\n<p>&emsp;&emsp;DEN：Density Logging。",
    "ds_source": "<p>&emsp;&emsp;原始数据为塔里木盆地泥盆纪东河塘组测井数据。",
    "ds_process_way": "<p>&emsp;&emsp;  采用多种监督学习模型对钻井地层进行感知识别与参数分析。",
    "ds_quality": "<p>&emsp;&emsp;数据质量良好。",
    "ds_acq_start_time": "2009-01-01 00:00:00",
    "ds_acq_end_time": "2013-12-31 00:00:00",
    "ds_acq_place": "塔里木盆地",
    "ds_acq_lon_east": 90.0,
    "ds_acq_lat_south": 37.0,
    "ds_acq_lon_west": 75.0,
    "ds_acq_lat_north": 42.0,
    "ds_acq_alt_low": null,
    "ds_acq_alt_high": null,
    "ds_share_type": "login-access",
    "ds_total_size": 128830682,
    "ds_files_count": 2,
    "ds_format": "csv,txt",
    "ds_space_res": "0.1-10m",
    "ds_time_res": "年",
    "ds_coordinate": "无",
    "ds_projection": "",
    "ds_thumbnail": "079816f7-7082-49d2-91f0-aef01ae241df.png",
    "ds_thumb_from": 2,
    "ds_ref_way": "",
    "paper_ref_way": "",
    "ds_ref_instruction": "",
    "ds_from_station": null,
    "organization_id": "fdaf40e0-8913-40fa-927b-8786c3af0bf5",
    "ds_serv_man": "敏玉芳",
    "ds_serv_phone": "09314967596",
    "ds_serv_mail": "ncdc@lzb.ac.cn",
    "doi_value": "",
    "subject_codes": [
        "170.50"
    ],
    "quality_level": 3,
    "publish_time": "2024-03-28 09:27:00",
    "last_updated": "2025-06-30 11:30:26",
    "protected": false,
    "protected_to": null,
    "lang": "zh",
    "cstr": "11738.11.NCDC.XDA14.DB6398.2024",
    "i18n": {
        "en": {
            "title": "Supervised learning for drilling formation sensing: model evaluation and parameter analysis dataset (2009-2013)",
            "ds_format": "csv,txt",
            "ds_source": "<p>&emsp; The raw data are logged from the Devonian Donghetang Formation in the Tarim Basin.",
            "ds_quality": "<p>&emsp; Data quality is good.",
            "ds_ref_way": "",
            "ds_abstract": "<p>  A variety of supervised learning models are used for perceptual identification and parameter analysis of drilling formations.\n<p>  The data fields are schematized as follows:\n<p>  ILD：Induction Logging Device;\n<p>  SP：Spontaneous Potentialv\n<p>  CN：Neutron Logging;\n<p>  ILM：Intermediate Logging Device;\n<p>  GR：Gamma Ray Logging;\n<p>  CAL：Caliper;\n<p>  AC：Acoustic Logging;\n<p>  DEN：Density Logging.</p></p></p></p></p></p></p></p></p></p>",
            "ds_time_res": "年",
            "ds_acq_place": "Tarim Basin",
            "ds_space_res": "0.1-10m",
            "ds_projection": "",
            "ds_process_way": "<p>&emsp; Perceptual identification and parameter analysis of drilling formations using multiple supervised learning models.",
            "ds_ref_instruction": ""
        }
    },
    "submit_center_id": "ncdc",
    "data_level": 0,
    "license_type": "CC BY 4.0",
    "doi_reg_from": "reg_local",
    "cstr_reg_from": "reg_local",
    "doi_not_reg_reason": null,
    "cstr_not_reg_reason": null,
    "is_paper_in_submitting": false,
    "ds_topic_tags": [
        "塔里木盆地",
        "泥盆纪东河塘组",
        "测井曲线",
        "油气测井",
        "岩性识别"
    ],
    "ds_subject_tags": [
        "地质学"
    ],
    "ds_class_tags": [],
    "ds_locus_tags": [
        "塔里木盆地"
    ],
    "ds_time_tags": [
        2009,
        2010,
        2011,
        2012,
        2013
    ],
    "ds_contributors": [
        {
            "true_name": "陈冬",
            "email": "dong.chen@cup.edu.cn",
            "work_for": "中国石油大学（北京）石油工程学院",
            "country": "中国"
        }
    ],
    "ds_meta_authors": [
        {
            "true_name": "陈冬",
            "email": "dong.chen@cup.edu.cn",
            "work_for": "中国石油大学（北京）石油工程学院",
            "country": "中国"
        }
    ],
    "ds_managers": [
        {
            "true_name": "陈冬",
            "email": "dong.chen@cup.edu.cn",
            "work_for": "中国石油大学（北京）石油工程学院",
            "country": "中国"
        }
    ],
    "category": "其他"
}