This study explores the hydroxycinnamic acid extraction from prairie biomass as a potential value-added pretreatment for enhancing the performance of anaerobic digestion. Pretreatment increased the biomethane potential of prairie biomass by 33%; when the extraction residue was left on the biomass, the biomethane potential increased by 100%. When the treated biomass was co-digested with manure, a 134% and 25% increase in methane productivity and methane content was obtained, respectively, relative to raw biomass co-digested with manure. Hydroxycinnamic acid extraction also improved anaerobic digestion performance under biochar supplementation and liquid digestate recirculation conditions. Lastly, the extraction process was optimized for hydroxycinnamic acid yield. It was found that increases in treatment temperature and time could further increase yield by 5%. Collectively, the results show hydroxycinnamic acid extraction can be used as a highly effective pretreatment for improving the anaerobic digestion of prairie biomass.
| table name | Column name | Data type | Units | Column description |
|---|---|---|---|---|
| data.dataset_AD_biogas_methane_yield | biogas methane proportion | float | NA | Biogas composition was measured using gas chromatography with thermal conductivity detector operated at 100°C and HP-PLOT/Q column (30 m — 0.32 mm — 0.02 mm) 50°C. Helium was used as the carrier gas with a flow rate of 2 mL/min (Zhou et al., 2019). |
| data.dataset_AD_biogas_methane_yield | biogas yield ml per g vs fed per day | float | milliliter | Biogas yield was measured by continuously venting each reactor into a water displacement column containing H2SO4 solution (0.5N). Daily biogas production was measured by the volume of the displaced liquid and corrected to mL of biogas produced per gram of volatile solids fed to the digester, per day. |
| data.dataset_AD_biogas_methane_yield | dataset AD biogas methane yield pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_AD_biogas_methane_yield | digestion conditions | string | NA | One of four treatments assigned to the digester for anaerobic digestion. The feed was kept identical (2:1 prairie to manure) for all digesters during the first 14 days to ensure replicability between digesters. DI water was added to the feed to adjust solids content to 10%. The feeding rate was based on a 30-day hydraulic retention time. The digesters were incubated in a shaker at 35°C with continuous agitation (120 rpm). On day 14, the feed was switched to a feedstock containing a specified type of prairie biomass mixed with manure based on the experimental design. |
| data.dataset_AD_biogas_methane_yield | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_AD_biogas_methane_yield | methane yield ml per g vs fed per day | float | milliliter | The methane yield reported in mL of methane produced per gram of volatile solids fed to the digester, per day. |
| data.dataset_AD_biogas_methane_yield | sample number | integer | number | Samples were taken every feeding day (every other day) after the reactor had achieved steady-state operations around day 90. Each 2x4 treatment was assigned to one reactor, which was sampled multiple times. |
| data.dataset_AD_prairie_manure_ratio_methane_yield | dataset AD prairie manure ratio methane yield pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_AD_prairie_manure_ratio_methane_yield | days since experiment start | integer | number | A count of days since measurements began. Measurements began 14 days after loading. For the first 14 days, all digesters were fed raw prairie biomass and manure daily at a 2:1 (g VS:g VS) ratio. |
| data.dataset_AD_prairie_manure_ratio_methane_yield | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_AD_prairie_manure_ratio_methane_yield | methane yield ml per g vs fed per day | float | milliliter | The mean methane yield of three replicates reported in mL of methane produced per gram of volatile solids fed to the digester, per day. |
| data.dataset_AD_prairie_manure_ratio_methane_yield | prairie to manure ratio | string | NA | The ratio of prairie to manure fed to the digester, by weight of volatile solids. |
| data.dataset_AD_total_ammonia_n_and_ph | dataset AD total ammonia n and ph pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_AD_total_ammonia_n_and_ph | digestion conditions | string | NA | One of four treatments assigned to the digester for anaerobic digestion. The feed was kept identical (2:1 prairie to manure) for all digesters during the first 14 days to ensure replicability between digesters. DI water was added to the feed to adjust solids content to 10%. The feeding rate was based on a 30-day hydraulic retention time. The digesters were incubated in a shaker at 35°C with continuous agitation (120 rpm). On day 14, the feed was switched to a feedstock containing a specified type of prairie biomass mixed with manure based on the experimental design. |
| data.dataset_AD_total_ammonia_n_and_ph | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_AD_total_ammonia_n_and_ph | ph | float | dimensionless | The pH of the liquid digestate. |
| data.dataset_AD_total_ammonia_n_and_ph | sample number | integer | number | Samples were taken every feeding day (every other day) after the reactor had achieved steady-state operations around day 90. Each 2x4 treatment was assigned to one reactor, which was sampled multiple times. |
| data.dataset_AD_total_ammonia_n_and_ph | total nh3 n ppm | float | NA | The concentration of ammonia in the liquid digestate. Ammonia concentration was measured using Hach TNT 832 Ammonia test kit. |
| data.dataset_AD_total_phenolic_content | dataset AD total phenolic content pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_AD_total_phenolic_content | digestion conditions | string | NA | One of four treatments assigned to the digester for anaerobic digestion. The feed was kept identical (2:1 prairie to manure) for all digesters during the first 14 days to ensure replicability between digesters. DI water was added to the feed to adjust solids content to 10%. The feeding rate was based on a 30-day hydraulic retention time. The digesters were incubated in a shaker at 35°C with continuous agitation (120 rpm). On day 14, the feed was switched to a feedstock containing a specified type of prairie biomass mixed with manure based on the experimental design. |
| data.dataset_AD_total_phenolic_content | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_AD_total_phenolic_content | sample number | integer | number | Samples were taken every feeding day (every other day) after the reactor had achieved steady-state operations around day 90. Each 2x4 treatment was assigned to one reactor, which was sampled multiple times. |
| data.dataset_AD_total_phenolic_content | tpc mg per ml gallic acid equivalent | float | milligramPerMilliliter | The total phenolic content of the liquid digestate, measured using the Folin-Ciocalteu method (Blainski et al., 2013) and reported as mg per mL of gallic acid equivalents. |
| data.dataset_HCA_acetyl_bromide_soluble_lignin_content | absorbance | float | dimensionless | Absorbance reading from spectrophotometer. |
| data.dataset_HCA_acetyl_bromide_soluble_lignin_content | acetyl bromide soluble lignin | float | NA | The percent mass of the sample composed of acetyl bromide soluble lignin based on sample absorbance. |
| data.dataset_HCA_acetyl_bromide_soluble_lignin_content | dataset HCA acetyl bromide soluble lignin content pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_HCA_acetyl_bromide_soluble_lignin_content | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_HCA_acetyl_bromide_soluble_lignin_content | mass | float | gram | Mass of the spectrophotometer sample in grams. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | cumulative hca yield g per kg | float | NA | The combined mean concentration of p-coumaric and ferulic acids reported in grams per kilogram. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | dataset HCA cumulative and specieswise hca yield pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | ferulic acid average g per kg | float | NA | The mean concentration of ferulic acid reported in grams per kilogram. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | ferulic acid average ppm | float | NA | The mean concentration of ferulic acid reported in parts per million. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | p coumaric acid average g per kg | float | NA | The mean concentration of p-coumaric acid across reported in grams per kilogram. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | p coumaric acid average ppm | float | NA | The mean concentration of p-coumaric acid across reported in parts per million. |
| data.dataset_HCA_cumulative_and_specieswise_hca_yield | replicate | float | number | The sample replicate. |
| data.dataset_batch_AD_hca_extraction_wash_methane_yield | dataset batch AD hca extraction wash methane yield pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_batch_AD_hca_extraction_wash_methane_yield | days since experiment start | integer | number | A count of days since initial loading. |
| data.dataset_batch_AD_hca_extraction_wash_methane_yield | hca extraction process | string | NA | The method used to extract hydroxycinnamic acids from the prairie biomass prior to anaerobic digestion. |
| data.dataset_batch_AD_hca_extraction_wash_methane_yield | methane yield ml per g vs fed per day | float | milliliter | The mean methane yield of three replicates reported in mL of methane produced per gram of volatile solids fed to the digester, per day. |
| data.dataset_batch_AD_hca_extraction_wash_methane_yield | standard deviation | float | milliliter | The standard deviation around the mean methane_yield_ml_per_g_vs_fed_per_day of three replicates, reported in mL of methane produced per gram of volatile solid fed to the digester per day. |
| data.dataset_hca_yield_optimization | dataset HCA yield optimization pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_hca_yield_optimization | hca yield g per kg | float | NA | The combined yield of p-coumaric and ferulic acids reported in grams per kilogram. |
| data.dataset_hca_yield_optimization | run number | integer | number | The designation for the extraction vessel used. |
| data.dataset_hca_yield_optimization | temperature actual celsius | float | celsius | The temperature of the HCA extraction from the pre-treatment filtrate, reported in degrees Celcius. |
| data.dataset_hca_yield_optimization | temperature coded | float | NA | The temperature of the HCA extraction from the pre-treatment filtrate, centered and scaled. |
| data.dataset_hca_yield_optimization | time actual min | float | minute | The duration of the HCA extraction from the pre-treatment filtrate, reported in minutes. |
| data.dataset_hca_yield_optimization | time coded | float | NA | The duration of the HCA extraction from the pre-treatment filtrate, centered and scaled. |
| data.dataset_manure_biomass_inoculum_composition | dataset manure biomass inoculum composition pkey | integer | dimensionless | A unique primary key for this table. |
| data.dataset_manure_biomass_inoculum_composition | inoculum | float | NA | The seed for AD experiments was obtained from the Water Pollution Control Plant in Ames, Iowa. The facility uses anaerobic digesters treating biosolids in a two-stage system. The slurry from the second-stage digester was stored in a sealed, 5-gallon bucket at 4°C. |
| data.dataset_manure_biomass_inoculum_composition | manure | float | NA | The cow manure was obtained from a local beef farm in Kingsley, Iowa. The manure was chilled upon collection, delivered to the laboratory, aliquoted into air-tight 250-mL HDPE bottles and stored at -20°C. |
| data.dataset_manure_biomass_inoculum_composition | parameters | string | NA | The parameter whose value is listed in the inoculum, manure or prairie column. See code details in the following code definition table. |
| data.dataset_manure_biomass_inoculum_composition | prairie biomass | float | NA | The prairie biomass used in this study was obtained from prairie strips seeded with a mixture of ~59 species that were harvested, dried, and milled to one-quarter-inch particle size. Detailed information on the cultivation and speciation of the prairie biomass was reported previously (Kordbacheh et al. 2018). |
| data.dataset_manure_biomass_inoculum_composition | unit | string | NA | The unit of the parameter. |
| data.manure_biomass_composition_raw | carbon percent | float | percent | Percent carbon by weight. |
| data.manure_biomass_composition_raw | hydrogen percent | float | percent | Percent hydrogen by weight. |
| data.manure_biomass_composition_raw | manure biomass composition raw pkey | integer | dimensionless | A unique primary key for this table. |
| data.manure_biomass_composition_raw | material | string | NA | The tested substrate. |
| data.manure_biomass_composition_raw | nitrogen percent | float | percent | Percent nitrogen by weight. |
| data.manure_biomass_composition_raw | replicate | string | NA | The sample replicate. |
| data.manure_biomass_composition_raw | sulfur percent | float | percent | Percent sulfur by weight. |
| data.manure_biomass_composition_raw | total solids g per kg | float | NA | The dry weight of the input material in dry grams per wet kilogram. |
| data.manure_biomass_composition_raw | volatile solids g per g | float | gramPerGram | Volatile solids in the initial material reported as grams volatile solid per gram initial material. |