Citation: Širi´ c, I.; Abou Fayssal, S.;
Adelodun, B.; Mioˇ c, B.; Andabaka, Ž.;
Bachheti, A.; Goala, M.; Kumar, P.;
AL-Huqail, A.A.; Taher, M.A.; et al.
Sustainable Use of CO
2
and
Wastewater from Mushroom Farm
for Chlorella vulgaris Cultivation:
Experimental and Kinetic Studies on
Algal Growth and Pollutant Removal.
Horticulturae 2023, 9, 308. https://
doi.org/10.3390/horticulturae9030308
Academic Editor: Agnieszka Jasi ´ nska
Received: 31 January 2023
Revised: 13 February 2023
Accepted: 20 February 2023
Published: 24 February 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
horticulturae
Article
Sustainable Use of CO
2
and Wastewater from Mushroom Farm
for Chlorella vulgaris Cultivation: Experimental and Kinetic
Studies on Algal Growth and Pollutant Removal
Ivan Širi´ c
1
, Sami Abou Fayssal
2,3
, Bashir Adelodun
4,5
, Boro Mioˇ c
1
, Željko Andabaka
1
,
Archana Bachheti
6
, Madhumita Goala
6
, Pankaj Kumar
7,
* , Arwa A. AL-Huqail
8
, Mostafa A. Taher
9,10
and Ebrahem M. Eid
11,12,
*
1
University of Zagreb, Faculty of Agriculture, Svetosimunska 25, 10000 Zagreb, Croatia
2
Department of Agronomy, Faculty of Agronomy, University of Forestry, 10 Kliment Ohridski Blvd,
1797 Sofia, Bulgaria
3
Department of Plant Production, Faculty of Agriculture, Lebanese University, Beirut 1302, Lebanon
4
Department of Agricultural and Biosystems Engineering, University of Ilorin, PMB 1515,
Ilorin 240003, Nigeria
5
Department of Agricultural Civil Engineering, Kyungpook National University,
Daegu 41566, Republic of Korea
6
Department of Environment Science, Graphic Era (Deemed to be University), Dehradun 248002, India
7
Agro-Ecology and Pollution Research Laboratory, Department of Zoology and Environmental Science,
Gurukula Kangri (Deemed to Be University), Haridwar 249404, India
8
Departmentof Biology, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428,
Riyadh 11671, Saudi Arabia
9
Biology Department, Faculty of Science and Arts, King Khalid University, Mohail Assir 61321, Saudi Arabia
10
Botany Department, Faculty of Science, Aswan University, Aswan 81528, Egypt
11
Biology Department, College of Science, King Khalid University, Abha 61321, Saudi Arabia
12
Botany Department, Faculty of Science, Kafrelsheikh University, Kafr El-Sheikh 33516, Egypt
* Correspondence: rs.pankajkumar@gkv.ac.in (P.K.); ebrahem.eid@sci.kfs.edu.eg (E.M.E.)
Abstract: The potential use of carbon dioxide (CO
2
) and wastewater released from a mushroom farm
for the cultivation of Chlorella vulgaris microalga was investigated in this study. For this purpose, a
microcontroller-based aided CO
2
capture and mixing prototype was constructed for the cultivation of
C. vulgaris under varying concentrations of mushroom farm wastewater (0 as control, 50 and 100%).
The results showed that the constructed prototype was helpful to maintain desirable CO
2
levels
(6000 ppm) in the mushroom cultivation chamber with constant CO
2
supply to algal culture, i.e., 0.6%
at an airflow rate of 50 mL/min. After 16 days of algal cultivation, it was observed that the maximum
significant (p < 0.05) algal biomass production of 2.550 ± 0.073 mg/L was recorded in 50% wastewater
concentration followed by 100% and control. Also, the maximum removal of selected mushroom farm
wastewater pollutants, such as total dissolved solids (84.00 ± 1.37%), biochemical oxygen demand
(90.17 ± 2.42%), chemical oxygen demand (91.53 ± 0.97%), total nitrogen (86.27 ± 1.60%) and total
phosphorus (94.19 ± 2.33%), was achieved in 50% concentration of wastewater treatment with maxi-
mum first-order rate constant (k) values. In addition, the algal growth kinetics results showed that
the logistic model fit best compared to the modified Gompertz model, based on selected validation
tools, such as experimental vs. predicted values, coefficient of determination (R
2
> 0.9938), model
efficiency (ME > 0.98) and root mean square error (RMSE < 0.03). The post-harvest characterization
of algal biomass revealed that the proximate, biochemical, ultimate elements (carbon, oxygen and
nitrogen) and structural properties were significantly higher in 50% treatment than those in 100%
and control treatments. Therefore, the findings of this study are novel and provide significant insight
into the synergistic use of CO
2
and wastewater produced by mushroom farms for algal cultivation
and biological wastewater treatment.
Keywords: climate change; CO
2
capture; greenhouse; mathematical modeling; phycoremediation;
zero waste mushroom farm
Horticulturae 2023, 9, 308. https://doi.org/10.3390/horticulturae9030308 https://www.mdpi.com/journal/horticulturae