Tweedy, Ruth; Shi, Sarah; Uno, Kevin (2026): n-Alkane Distributions of Modern Plants from Kenya and Niger [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.995255
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Published: 2026-06-19 • DOI registered: 2026-06-19
Abstract:
This dataset comprises plant wax n-alkane concentrations (C₂₅ - C₃₅) and corresponding relative abundances for 148 modern African angiosperm samples, including trees, shrubs, grasses, herbs, vines, and palms. Samples were collected from three regions: Samburu National Reserve (SNR) in Kenya (n = 99), Lothagam in Kenya (n = 1), and multiple locations across Niger (n = 48). The SNR samples were collected between October 2001 and August 2002 and include repeated sampling of the same individual plants, allowing assessment of temporal variability in n-alkane distributions. The Lothagam and Niger samples were collected in April and November 2019, respectively. All specimens were identified to at least the family level, with most resolved to genus or species, and are accompanied by metadata including plant functional type and photosynthetic pathway. Sample preparation and analysis were conducted at Lamont-Doherty Earth Observatory between 2018 and 2021. n-Alkanes were quantified using gas chromatography with a mass selective detector (GC-MSD) and flame ionization detector (FID). Response factor corrections were applied to peak areas to obtain concentration values. Odd-carbon-number n-alkanes (C₂₅ - C₃₅) were normalized to unit sum to generate relative abundance distributions. Trees, shrubs, and grasses from this dataset formed part of the training and validation data for Tweedy et al. (2026), where machine learning models differentiated African woody and grassy samples with up to 89% validation accuracy. The 19 herb, palm, and vine samples included here are unique to this dataset and not published elsewhere. This dataset provides a reference for evaluating n-alkane chemotaxonomic signals and supports applications in vegetation reconstruction.
Supplement to:
Tweedy, Ruth; Shi, Sarah; Uno, Kevin (2026): Supervised Machine Learning Approaches to African Plant Chemotaxonomy from n-Alkane Chain Length Abundances. Organic Geochemistry, https://doi.org/10.1016/j.orggeochem.2026.105295
Funding:
National Science Foundation (NSF), grant/award no. EAR 19-45446: CAREER: Developing novel biomarker proxies to constrain Neogene changes in African woody cover and paleoecological contexts of hominin evolution
Coverage:
Median Latitude: 5.837167 * Median Longitude: 27.959226 * South-bound Latitude: 0.568300 * West-bound Longitude: 2.109298 * North-bound Latitude: 16.990325 * East-bound Longitude: 37.528000
Date/Time Start: 2001-10-06T00:00:00 * Date/Time End: 2019-11-09T00:00:00
Event(s):
LT_2019_Plant_KU865 (KU865) * Latitude: 2.900000 * Longitude: 36.050000 * Date/Time: 2019-04-05T00:00:00 * Campaign: LT_2019_Plant * Method/Device: Field sampling (FIELD)
NGR_2019_Plant_KU803 (KU803) * Latitude: 16.990325 * Longitude: 7.951042 * Date/Time: 2019-11-02T00:00:00 * Campaign: NGR_2019_Plant * Method/Device: Field sampling (FIELD)
NGR_2019_Plant_KU804 (KU804) * Latitude: 16.990325 * Longitude: 7.951042 * Date/Time: 2019-11-02T00:00:00 * Campaign: NGR_2019_Plant * Method/Device: Field sampling (FIELD)
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Event label | Event | Uno, Kevin | |||
| 2 | Latitude of event | Latitude | Uno, Kevin | |||
| 3 | Longitude of event | Longitude | Uno, Kevin | |||
| 4 | Date/Time of event | Date/Time | Uno, Kevin | |||
| 5 | Reference/source | Reference | Uno, Kevin | |||
| 6 | Species | Species | Uno, Kevin | Following African Plant Database, accessed 03/17/2026 | ||
| 7 | Family | Family | Uno, Kevin | |||
| 8 | Subfamily | Subfamily | Uno, Kevin | |||
| 9 | Domain, plants | Domain plants | Uno, Kevin | |||
| 10 | Monocotyledons/dicotyledons | Mono/di | Uno, Kevin | |||
| 11 | Growth habit | Growth habit | Uno, Kevin | |||
| 12 | Photosynthetic pathway | Photosynth pathw | Uno, Kevin | |||
| 13 | Location | Location | Uno, Kevin | |||
| 14 | n-Alkane C10, biomass, dry mass | C10/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 15 | n-Alkane C11, biomass, dry mass | C11/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 16 | n-Alkane C12, biomass, dry mass | C12/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 17 | n-Alkane C13, biomass, dry mass | C13/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 18 | n-Alkane C14, biomass, dry mass | C14/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 19 | n-Alkane C15, biomass, dry mass | C15/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 20 | n-Alkane C16, biomass, dry mass | C16/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 21 | n-Alkane C17, biomass, dry mass | C17/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 22 | n-Alkane C18, biomass, dry mass | C18/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 23 | n-Alkane C19, biomass, dry mass | C19/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 24 | n-Alkane C20, biomass, dry mass | C20/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 25 | n-Alkane C21, biomass, dry mass | C21/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 26 | n-Alkane C22, biomass, dry mass | C22/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 27 | n-Alkane C23, biomass, dry mass | C23/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 28 | n-Alkane C24, biomass, dry mass | C24/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 29 | n-Alkane C25, biomass, dry mass | C25/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 30 | n-Alkane C26, biomass, dry mass | C26/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 31 | n-Alkane C27, biomass, dry mass | C27/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 32 | n-Alkane C28, biomass, dry mass | C28/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 33 | n-Alkane C29, biomass, dry mass | C29/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 34 | n-Alkane C30, biomass, dry mass | C30/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 35 | n-Alkane C31, biomass, dry mass | C31/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 36 | n-Alkane C32, biomass, dry mass | C32/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 37 | n-Alkane C33, biomass, dry mass | C33/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 38 | n-Alkane C34, biomass, dry mass | C34/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 39 | n-Alkane C35, biomass, dry mass | C35/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 40 | n-Alkane C36, biomass, dry mass | C36/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 41 | n-Alkane C37, biomass, dry mass | C37/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 42 | n-Alkane C38, biomass, dry mass | C38/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 43 | n-Alkane C39, biomass, dry mass | C39/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 44 | n-Alkane C40, biomass, dry mass | C40/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 45 | Sum n-alkane (C25-C35), biomass, dry mass | Sum C25-C35/biom dm | µg/g | Uno, Kevin | Gas chromatography (GC), Agilent, 7890A equipped with a mass selective detector (MSD), Agilent, 5975C | |
| 46 | n-Alkane C25, relative proportion | C25 rel prop | Uno, Kevin | Calculated | Calculated as proportion of nC25-nC35 odd alkane overall concentration. | |
| 47 | n-Alkane C27, relative proportion | C27 rel prop | Uno, Kevin | Calculated | Calculated as proportion of nC25-nC35 odd alkane overall concentration. | |
| 48 | n-Alkane C29, relative proportion | C29 rel prop | Uno, Kevin | Calculated | Calculated as proportion of nC25-nC35 odd alkane overall concentration. | |
| 49 | n-Alkane C31, relative proportion | C31 rel prop | Uno, Kevin | Calculated | Calculated as proportion of nC25-nC35 odd alkane overall concentration. | |
| 50 | n-Alkane C33, relative proportion | C33 rel prop | Uno, Kevin | Calculated | Calculated as proportion of nC25-nC35 odd alkane overall concentration. | |
| 51 | n-Alkane C35, relative proportion | C35 rel prop | Uno, Kevin | Calculated | Calculated as proportion of nC25-nC35 odd alkane overall concentration. | |
| 52 | n-Alkane, average odd chain length (C25-C35) | ACL n-Alkane C25-35 | Uno, Kevin | |||
| 53 | Carbon Preference Index, n-alkanes (C25-C35) | CPI 25-36 | Uno, Kevin |
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
7128 data points
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