Data · dataset · 2024
Degree of substitution of cellulose acetate and other esters: Raw ATR-FTIR spectra and DS data obtained from IR integration, 1H NMR and 31P NMR
Listed in RADAR and RADAR4Memory — shown once because both records carry DOI 10.35097/tvwlylbmvdxhecrt
Description
# Degree of substitution of cellulose acetate and other esters: Raw ATR-FTIR spectra and DS data obtained from IR integration, 1H NMR and 31P NMR ## Authors Frank Rhein, Timo Sehn, Michael A.R. Meier ## About This repository contains the raw data used in *"Efficient and accurate determination of the degree of substitution of cellulose acetate using ATR-FTIR spectrosopy and machine learning"*. For detailed information please refer to the original publication upon acceptance. ## Datasets The following data sets are compiled in this repository and published together with raw ATR-FTIR spectra: - `Wolfs.A`: DOI doi.org/10.1002/pol.20230220 - Raw ATR-FTIR data - DS data from IR integration, 1H NMR, 31P NMR methods - `Wolfs.B`: DOI doi.org/10.1039/D1GC01508G - Raw ATR-FTIR data - DS data from 1H NMR, 31P NMR methods - `Sehn.A`, `Sehn.B`, `Sehn.C`: DOI doi.org/10.1021/acs.biomac.3c00762 - Raw ATR-FTIR data - DS data from 1H NMR method An overview is given in `data_overview.xlsx`. ## Structure Raw ATR-FTIR data is contained in the `IR_data_..` folders, while DS values from different methods are found in the respective `.txt` files. > Note: `IR_DS` refers to the integration based method reported in doi.org/10.1002/pol.20230220 ##
Methods
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For more information on data generation and analytical setups please refer to the original publications referenced above. DS data based on 1H NMR data is obtained according to the newly reported evaluation routine. ## Evaluation Scripts The Python scripts for data analysis are available on Github under github.com/pdhs-group/DS_IR_ML
Links
Where it is published
- DOI doi.org/10.35097/tvwlylbmvdxhecrt ↗
DOI / persistent id · from radar service eu de
Catalogue records · 1
- OAI-PMH record radar-service.eu/oai/OAIHandler?verb=GetRecord&metadataPrefix=oai_dc&identifier… ↗
metadata API · from radar service eu de
Topics
- From keywords
- Earth & Environmental Science · Earth & Environmental Science · Engineering · Engineering · Life Sciences · Life Sciences
Provenance · 2 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| RADAR | 10.35097/tvwlylbMvDXhEcRt | 10 d ago | JSON v1 |
| RADAR4Memory | 10.35097/tvwlylbMvDXhEcRt | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · radar service eu de | connector:radar_service_eu_de@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · radar service eu de | connector:radar_service_eu_de@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · radar4memory radar service eu | connector:radar4memory_radar_service_eu@1.0.0 | |
| concepts[field].local:field:engineering | mapping · radar4memory radar service eu | connector:radar4memory_radar_service_eu@1.0.0 | |
| concepts[field].local:field:engineering | mapping · radar service eu de | connector:radar_service_eu_de@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · radar4memory radar service eu | connector:radar4memory_radar_service_eu@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · radar service eu de | connector:radar_service_eu_de@1.0.0 | |
| description | source · radar service eu de | connector:radar_service_eu_de@1.0.0 | /metadata/dc/description |
| license | source · radar service eu de | connector:radar_service_eu_de@1.0.0 | /metadata/dc/rights |
| publication_date | source · radar service eu de | connector:radar_service_eu_de@1.0.0 | |
| title | source · radar service eu de | connector:radar_service_eu_de@1.0.0 | /metadata/dc/title |