cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8z54mc65j3
title: Integrated Empirical Correlation between Geological Strength Index (GSI) and Adjusted Rock Mass Rating (RMR_adj): A Field-Based Statistical Model

description: **Description**

This dataset contains the raw field data used to develop the empirical correlation between the Geological Strength Index (GSI) and the Adjusted Rock Mass Rating (RMR_adj) in the research article entitled "Integrated Empirical Correlation between Geological Strength Index (GSI) and Adjusted Rock Mass Rating (RMR_adj): A Field-Based Statistical Model".

**Data Overview:**
- **Total Records:** 134 field observations
- **Parameters:** 
 - Geological Strength Index (GSI)
 - Adjusted Rock Mass Rating (RMR_adj)
- **Lithological Units:**
 - Elika Formation (Massive Dolomite)
 - Lar Formation (Limestone)
 - Shemshak Formation (Sandstone, Siltstone, Shale)
- **Location:** Central Alborz region, Iran
- **Mine Sites:** Golbini & Zo Bauxite Mine, Tange Gazi Limestone Mine

**File Format:** Microsoft Excel (.xlsx)

**File Contents:**
1. **Field_Data Sheet:** Contains all 134 raw data points with the following columns:
 - Observation_ID: Unique identifier for each field observation
 - Formation: Lithostratigraphic unit name
 - Location: Specific mine site name
 - RMR_adj: Calculated Adjusted Rock Mass Rating value
 - GSI: Field-measured Geological Strength Index value

2. **Parameters_Description Sheet:** Provides detailed explanations of each parameter and methodology used for field measurements.

**Potential Reuse:**
This dataset can be used for:
- Validation of the proposed GSI-RMR_adj correlation
- Comparative studies in rock mass classification
- Development of new empirical models in rock mechanics
- Educational purposes in geotechnical engineering

**Related Publication:**
Shirdel, B. "Integrated Empirical Correlation between Geological Strength Index (GSI) and Adjusted Rock Mass Rating (RMR_adj): A Field-Based Statistical Model" (Submitted to Rock Mechanics and Rock Engineering)
DOI: 10.5517/ccsqs9k
title: CCDC 736879: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqsbl
title: CCDC 736880: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqscm
title: CCDC 736881: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqsdn
title: CCDC 736882: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/8z54mc65j3.1
title: Integrated Empirical Correlation between Geological Strength Index (GSI) and Adjusted Rock Mass Rating (RMR_adj): A Field-Based Statistical Model

description: **Description**

This dataset contains the raw field data used to develop the empirical correlation between the Geological Strength Index (GSI) and the Adjusted Rock Mass Rating (RMR_adj) in the research article entitled "Integrated Empirical Correlation between Geological Strength Index (GSI) and Adjusted Rock Mass Rating (RMR_adj): A Field-Based Statistical Model".

**Data Overview:**
- **Total Records:** 134 field observations
- **Parameters:** 
 - Geological Strength Index (GSI)
 - Adjusted Rock Mass Rating (RMR_adj)
- **Lithological Units:**
 - Elika Formation (Massive Dolomite)
 - Lar Formation (Limestone)
 - Shemshak Formation (Sandstone, Siltstone, Shale)
- **Location:** Central Alborz region, Iran
- **Mine Sites:** Golbini & Zo Bauxite Mine, Tange Gazi Limestone Mine

**File Format:** Microsoft Excel (.xlsx)

**File Contents:**
1. **Field_Data Sheet:** Contains all 134 raw data points with the following columns:
 - Observation_ID: Unique identifier for each field observation
 - Formation: Lithostratigraphic unit name
 - Location: Specific mine site name
 - RMR_adj: Calculated Adjusted Rock Mass Rating value
 - GSI: Field-measured Geological Strength Index value

2. **Parameters_Description Sheet:** Provides detailed explanations of each parameter and methodology used for field measurements.

**Potential Reuse:**
This dataset can be used for:
- Validation of the proposed GSI-RMR_adj correlation
- Comparative studies in rock mass classification
- Development of new empirical models in rock mechanics
- Educational purposes in geotechnical engineering

**Related Publication:**
Shirdel, B. "Integrated Empirical Correlation between Geological Strength Index (GSI) and Adjusted Rock Mass Rating (RMR_adj): A Field-Based Statistical Model" (Submitted to Rock Mechanics and Rock Engineering)
DOI: 10.5517/ccsqsfp
title: CCDC 736883: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqsgq
title: CCDC 736884: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqshr
title: CCDC 736885: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqsjs
title: CCDC 736886: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsqskt
title: CCDC 736887: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/jt9t66zn93
title: Balanced Multiclass Diabetes Dataset

description: This refined dataset is originally based on the "Diabetes Dataset" uploaded by Ahlam Rashid in Mendeley Data. The link to the original dataset is:https://data.mendeley.com/datasets/wj9rwkp9c2/1. The original dataset contains a total of 1000 subjects divided into three classes: diabetic, non-diabetic, and predict-diabetic.

Among the 1000 subjects, 844 are diabetic, 103 are non-diabetic, and 53 are predict-diabetic, resulting in an extreme class imbalance. We found a total of 170 duplicate and 5 mislabeled subjects in the original dataset, which we subsequently removed or correctd. After initial processing, there were 694 diabetic, 96 non-diabetic, and 40 predict-diabetic subjects remaining.

Following initial preprocessing, SMOTE oversampling was applied to generate 2,079 relatively balanced samples. Subsequently, Tomek Links undersampling was employed to eliminate 2 boundary noise instances, yielding a balanced dataset comprising 692 diabetic, 694 non-diabetic, and 691 predict-diabetic samples.
DOI: 10.5517/ccsqslv
title: CCDC 736888: Experimental Crystal Structure Determination

description: Related Article: Ya-Chi Lin, Kuo-Hsuan Yu, Shou-Ling Huang, Yi-Hung Liu, Yu Wang, Shiuh-Tzung Liu, Jwu-Ting Chen|2009|Dalton Trans.||9058|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/jt9t66zn93.1
title: Balanced Multiclass Diabetes Dataset

description: This refined dataset is originally based on the "Diabetes Dataset" uploaded by Ahlam Rashid in Mendeley Data. The link to the original dataset is:https://data.mendeley.com/datasets/wj9rwkp9c2/1. The original dataset contains a total of 1000 subjects divided into three classes: diabetic, non-diabetic, and predict-diabetic.

Among the 1000 subjects, 844 are diabetic, 103 are non-diabetic, and 53 are predict-diabetic, resulting in an extreme class imbalance. We found a total of 170 duplicate and 5 mislabeled subjects in the original dataset, which we subsequently removed or correctd. After initial processing, there were 694 diabetic, 96 non-diabetic, and 40 predict-diabetic subjects remaining.

Following initial preprocessing, SMOTE oversampling was applied to generate 2,079 relatively balanced samples. Subsequently, Tomek Links undersampling was employed to eliminate 2 boundary noise instances, yielding a balanced dataset comprising 692 diabetic, 694 non-diabetic, and 691 predict-diabetic samples.
DOI: 10.5517/ccsn3fy
title: CCDC 734310: Experimental Crystal Structure Determination

description: Related Article: Xiaodi Kou, H.V.R.Dias|2009|Dalton Trans.||7529|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsn3gz
title: CCDC 734311: Experimental Crystal Structure Determination

description: Related Article: Xiaodi Kou, H.V.R.Dias|2009|Dalton Trans.||7529|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsn3h0
title: CCDC 734312: Experimental Crystal Structure Determination

description: Related Article: Xiaodi Kou, H.V.R.Dias|2009|Dalton Trans.||7529|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrzxxj
title: CCDC 714919: Experimental Crystal Structure Determination

description: Related Article: Yu-Xian Chi, Shu-Yun Niu, Jing Jin, Ru Wang, Ye Li|2009|Dalton Trans.||7653|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrzxyk
title: CCDC 714920: Experimental Crystal Structure Determination

description: Related Article: Yu-Xian Chi, Shu-Yun Niu, Jing Jin, Ru Wang, Ye Li|2009|Dalton Trans.||7653|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17408320
title: translate_malay.csv
DOI: 10.5281/zenodo.17408321
title: translate_malay.csv
DOI: 10.5517/ccrzxzl
title: CCDC 714921: Experimental Crystal Structure Determination

description: Related Article: Yu-Xian Chi, Shu-Yun Niu, Jing Jin, Ru Wang, Ye Li|2009|Dalton Trans.||7653|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrzy0n
title: CCDC 714922: Experimental Crystal Structure Determination

description: Related Article: Yu-Xian Chi, Shu-Yun Niu, Jing Jin, Ru Wang, Ye Li|2009|Dalton Trans.||7653|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsbv86
title: CCDC 725408: Experimental Crystal Structure Determination

description: Related Article: Ching-Feng Fu, Yung-Hung Chang, Yi-Hong Liu, Shei-Ming Peng, C.J.Elsevier, Jwu-Ting Chen, Shiuh-Tzung Liu|2009|Dalton Trans.||6991|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsbv97
title: CCDC 725409: Experimental Crystal Structure Determination

description: Related Article: Ching-Feng Fu, Yung-Hung Chang, Yi-Hong Liu, Shei-Ming Peng, C.J.Elsevier, Jwu-Ting Chen, Shiuh-Tzung Liu|2009|Dalton Trans.||6991|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsj9wg
title: CCDC 730666: Experimental Crystal Structure Determination

description: Related Article: Feng-Rong Dai, Heng-Yun Ye, Bin Li, Li-Yi Zhang, Zhong-Ning Chen|2009|Dalton Trans.||8696|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsj9xh
title: CCDC 730667: Experimental Crystal Structure Determination

description: Related Article: Feng-Rong Dai, Heng-Yun Ye, Bin Li, Li-Yi Zhang, Zhong-Ning Chen|2009|Dalton Trans.||8696|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.urvgun
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum elaeagnifolium",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047839-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccsj9yj
title: CCDC 730668: Experimental Crystal Structure Determination

description: Related Article: Feng-Rong Dai, Heng-Yun Ye, Bin Li, Li-Yi Zhang, Zhong-Ning Chen|2009|Dalton Trans.||8696|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsj9zk
title: CCDC 730669: Experimental Crystal Structure Determination

description: Related Article: Feng-Rong Dai, Heng-Yun Ye, Bin Li, Li-Yi Zhang, Zhong-Ning Chen|2009|Dalton Trans.||8696|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/4chr6vrrk8
title: DKD

description: We retrospectively enrolled patients who were pathologically diagnosed with DKD following a renal biopsy at the Department of Nephrology, The First Hospital of Jilin University, between June 2019 and May 2023.
We collected patient history, including age, sex, height, weight, Body Mass Index (BMI), age at diabetes diagnosis, duration of diabetes, age at hypertension diagnosis, duration of hypertension, and hypertension grade. The duration of diabetes and hypertension was the interval from initial diagnosis to renal biopsy.
We also gathered renal biopsy pathology reports and the last laboratory test results available before the biopsy. These included: hemoglobin (Hb), platelet count (PLT), serum cholinesterase (ChE), serum albumin (Alb), blood urea nitrogen (BUN), serum creatinine (Scr), eGFR, serum uric acid (UA), fasting blood glucose (FBG), serum chloride (Cl), total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), serum phosphorus (Pi), 24-hour urine volume (24hUV), 24-hour urine protein (24hUP), 24-hour urinary microalbumin (MAU), α1 and β2 microglobulin, and immunoglobulin G (IgG). Additional blood tests included serum immunoglobulins (IgG, IgA, IgM), complements C3 and C4, high-sensitivity C-reactive protein (CRP), glycated hemoglobin (HbA1c), erythrocyte sedimentation rate (ESR), thyroid-stimulating hormone (TSH), free triiodothyronine (FT3), free thyroxine (FT4), and urinary red blood cell count (URBC/HPF).The diagnosis of diabetes was based on the criteria of the American Diabetes Association. The eGFR was calculated using the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation.
Follow-up records were collected from the Electronic Medical Record (EMR) system of The First Hospital of Jilin University. For patients who had regular follow-ups at our hospital, their records were used. Patients with no or insufficient follow-up records were contacted by telephone to confirm whether an endpoint event had occurred by May 2024, and the specific date of the event.
The composite endpoint was defined as all-cause mortality, initiation of regular dialysis, or receiving a renal transplant. If a patient experienced multiple endpoint events, the first event and its corresponding date were recorded for the analysis.
DOI: 10.5517/ccsf0bj
title: CCDC 727487: Experimental Crystal Structure Determination

description: Related Article: Ai-Quan Jia, Guo-Xin Jin|2009|Dalton Trans.||8838|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsjb0m
title: CCDC 730670: Experimental Crystal Structure Determination

description: Related Article: Feng-Rong Dai, Heng-Yun Ye, Bin Li, Li-Yi Zhang, Zhong-Ning Chen|2009|Dalton Trans.||8696|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.