{
    "created": "2022-11-23 14:30:46",
    "updated": "2026-05-05 09:03:50",
    "id": "35d689ce-86a8-4961-8a5e-dc754d1a8bb2",
    "version": 3,
    "ds_topic": null,
    "title_cn": "考虑历史作用的复合地层条件下盾构掘进速度预测的深度学习模型",
    "title_en": "Depth learning model for prediction of shield tunneling speed in composite strata considering historical effects",
    "ds_abstract": "<p>&emsp;&emsp;本数据集包括试验所用物质的物理性质参数，包括重度、泊松比、粘聚力、摩擦角、变形模量等参数。本数据集里包含的试验所用物质的物理性质参数，通过试验设备测量得到。数据集内的文件夹包含一个excel表格。该表格型数据包括砂、砾岩、泥岩的各项物理性质参数，重度、泊松比、粘聚力、摩擦角、变形模量等，数据量为10KB。",
    "ds_source": "<p>&emsp;&emsp;观测监测得到。",
    "ds_process_way": "<p>&emsp;&emsp;观测监测得到。",
    "ds_quality": "<p>&emsp;&emsp;数据质量良好。",
    "ds_acq_start_time": "2020-02-01 00:00:00",
    "ds_acq_end_time": "2020-02-28 00:00:00",
    "ds_acq_place": "上海",
    "ds_acq_lon_east": null,
    "ds_acq_lat_south": null,
    "ds_acq_lon_west": null,
    "ds_acq_lat_north": null,
    "ds_acq_alt_low": null,
    "ds_acq_alt_high": null,
    "ds_share_type": "apply-access",
    "ds_total_size": 17577,
    "ds_files_count": 3,
    "ds_format": "excel",
    "ds_space_res": null,
    "ds_time_res": "",
    "ds_coordinate": "无",
    "ds_projection": "",
    "ds_thumbnail": "35d689ce-86a8-4961-8a5e-dc754d1a8bb2.png",
    "ds_thumb_from": 0,
    "ds_ref_way": "",
    "paper_ref_way": "",
    "ds_ref_instruction": "",
    "ds_from_station": null,
    "organization_id": "57a5e5a3-6fc5-43b5-a2ba-1f2ca54b7727",
    "ds_serv_man": "敏玉芳",
    "ds_serv_phone": "0931-4967596",
    "ds_serv_mail": "ncdc@lzb.ac.cn",
    "doi_value": "",
    "subject_codes": [
        "170.45"
    ],
    "quality_level": 3,
    "publish_time": "2023-04-27 10:34:55",
    "last_updated": "2023-07-08 02:10:02",
    "protected": false,
    "protected_to": null,
    "lang": "zh",
    "cstr": "11738.11.NCDC.NIEER.DB2777.2023",
    "i18n": {
        "en": {
            "title": "Depth learning model for prediction of shield tunneling speed in composite strata considering historical effects",
            "ds_format": "",
            "ds_source": "<pre><code>                     &lt;pre&gt;&lt;code&gt;\n</code></pre>\n<p></code></pre></p>\n<p>&emsp; It is obtained through observation and monitoring.",
            "ds_quality": "<pre><code>                         &lt;pre&gt;&lt;code&gt;\n</code></pre>\n<p></code></pre></p>\n<p>&emsp; The data quality is good.",
            "ds_ref_way": "",
            "ds_abstract": "<pre><code> &lt;pre&gt;&lt;code&gt;\n</code></pre>\n<p>  This data set includes physical property parameters of materials used in the test, including weight, Poisson's ratio, cohesion, friction angle, deformation modulus and other parameters. The physical property parameters of the substances used in the test included in this data set are measured by the test equipment. The folder in the dataset contains an excel table. The tabular data includes physical property parameters of sand, conglomerate and mudstone, gravity, Poisson's ratio, cohesion, friction angle, deformation modulus, etc. The data volume is 10KB.</p>",
            "ds_time_res": "",
            "ds_acq_place": "Shanghai",
            "ds_space_res": "",
            "ds_projection": "",
            "ds_process_way": "<pre><code>                     &lt;pre&gt;&lt;code&gt;\n</code></pre>\n<p></code></pre></p>\n<p>&emsp; It is obtained through observation and monitoring.",
            "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": [
        "Past operations",
        "shield tunneling",
        "advance rate prediction",
        "deep learning",
        "feature importance",
        "mixed ground"
    ],
    "ds_subject_tags": [
        "地理学"
    ],
    "ds_class_tags": [],
    "ds_locus_tags": [
        "上海"
    ],
    "ds_time_tags": [
        2020
    ],
    "ds_contributors": [
        {
            "true_name": "周彪",
            "email": "zhoubiao@tongji.edu.cn",
            "work_for": "同济大学",
            "country": "中国"
        }
    ],
    "ds_meta_authors": [
        {
            "true_name": "周彪",
            "email": "zhoubiao@tongji.edu.cn",
            "work_for": "同济大学",
            "country": "中国"
        }
    ],
    "ds_managers": [
        {
            "true_name": "周彪",
            "email": "zhoubiao@tongji.edu.cn",
            "work_for": "同济大学",
            "country": "中国"
        }
    ],
    "category": "其他"
}