2.1.1 Study Area:
The study area is located in Bhopal, Madhya Pradesh (Fig. 1). It is known as the City of Lakes due to various natural and artificial lakes. It is also one of the greenest cities in India. Bhopal is in the central part of India, surrounded by lakes and hills, the district is famous for its natural beauty. The city has uneven elevation and has small hills within its boundaries. The city’s geography has in it two lakes namely the upper lake and the lower lake. Bhopal has an average elevation of 500 meters (1401 ft) and the city hosts a humid subtropical climate in general. The flora of the Bhopal area is changing frequently with human activities and land use. The physiographic divisions of the regions are highlands, uplands, and central plain. The climate of the district is characterized by hot summer and well-distributed rainfall during the monsoon season. The soil of Bhopal district can be broadly classified into four major classes: red and yellow soils, alluvial soils, laterite soils, and mixed soils, respectively. The study was conducted in eight selected wetlands of Bhopal (Fig. 2) for a period of 4 months from February to May 2023 detailed in Table 1.
Table 1
Geographic information of study sites
Serial No.
|
Site Name
|
Latitude
|
Longitude
|
01.
|
Shahpura Lake
|
23°12'23.4"N
|
77°25'26.7"E
|
02.
|
Bhadbhada Dam
|
23°12'25.0"N
|
77°13'47.4"E
|
03.
|
Kerwa Dam
|
23°09'59.3"N
|
77°22'17.1"E
|
04.
|
Kaliasot Dam
|
23°11'39.7"N
|
77°24'13.0"E
|
05.
|
Laharpur Dam
|
23°11'48.3"N
|
77°28'47.4"E
|
06.
|
Hataikheda Dam
|
23°16'34.8"N
|
77°29'55.7"E
|
07.
|
University Pond
|
23°11'44.9"N
|
77°27'12.6"E
|
08.
|
Jawahar Bal Udyan Lake
|
23°13'29.3"N
|
77°25'17.1"E
|
2.1.2 Sampling Design
Wetlands present in Bhopal city were first identified and each study site’s GPS coordinates were recorded using Google Maps. The herbs and grasses collected as samples were identified with the help of two books i.e., Hand Book on Weed Identification by Dr. V. S. G. R. Naidu and Common Plants of the Riparian Zone of the River Narmada by U. Umrao and others. The live components i.e., herbs and grass near the wetland (outside the flood plain) were collected destructively by clipping all the vegetation down to ground level from a nested sub-plot of 1x1m. Sample plots were randomly overlaid to carry out the sampling in the field. The fresh weight of each sample was recorded within 0.1 g precision. Then, a sub-sample of about 100 g was wrapped in a marked bag and taken to the laboratory to calculate its oven-dry weight. (Pearson et al., 2005; Meena et al., 2019).
Afterward, the percent of carbon content was determined by the Loss of Ignition (LOI) method of Allen et al., 1986. In this method, the fresh weight samples were taken and brought to the laboratory to oven dry them the oven was set at 80ºC for 48 hours after which the dry weight of the sample was noted. The oven-dried samples were ground and 5 grams were taken in pre-weighted crucibles. The crucible containing the sample was put into the furnace for ignition at 550ºC for two hours (Negash and Star, 2015; Wei et al., 2021).
For soil carbon analysis a core sampler of height 15cm long and diameter 4.04 cm was used in obtaining soil core samples for bulk density estimation. Soil samples were collected from a depth of 12 cm from all study sites. Soil samples collected were transferred from core sampler to zip lock bags and the wet weight (W1) of each soil sample was noted to determine the soil organic carbon (SOC), Loss on Ignition (LOI) method was applied (Allen et al., 1986). In this method, initially, fresh weighed samples were taken and brought to the laboratory to oven dry them. The oven was set at 80℃ for 48 hrs, after which the dry weight (W2) of each sample was noted. Oven-dried grind samples were taken (5.00 g) in pre-weighted crucibles, and after that put in the furnace at 550°C for 1 h to ignite. The crucibles were cooled slowly inside the furnace. The weight of ash (W3) after cooling was noted, the crucibles with ash were weighed and the percentage of organic carbon was calculated (Bhattacharyya et al., 2023).
2.2 Methodology
Calculation of Biomass of Herb and Grass
Biomass is the mass of living biological organisms in a given area or ecosystem at a given time. Here we calculate the biomass of herbs and grasses to further know about the carbon stock they store by the Eq. (1)-
$$\:\text{H}\text{G}\text{B}=\frac{{\text{W}}_{\text{f}\text{i}\text{e}\text{l}\text{d}}}{\text{A}}\times\:\frac{{\text{W}}_{\text{s}\text{u}\text{b}-\text{s}\text{a}\text{m}\text{p}\text{l}\text{e},\text{d}\text{r}\text{y}}}{{\text{W}}_{\text{s}\text{u}\text{b}-\text{s}\text{a}\text{m}\text{p}\text{l}\text{e},\text{w}\text{e}\text{t}}}\times\:\frac{1}{10000}$$
1
Where ‘HGB’ is Herb and grass biomass (t ha-1). ‘W field’ is the weight of a wet field sample of herb and grass sampled within an area of size A (g). ‘A’ is the size of the area in which herb and grass was collected (ha). ‘W-subsample dry’ is the weight of the oven-dry subsample of herb and grass (g), and ‘W subsample wet’ is the weight of the fresh sub-sample of herb and grass.
Calculation of % of Ash
$$\:\text{%}\:\text{o}\text{f}\:\text{A}\text{s}\text{h}=\frac{\left\{(\text{W}\text{e}\text{i}\text{g}\text{h}\text{t}\:\text{o}\text{f}\:\text{a}\text{s}\text{h}\:+\:\text{C}\text{r}\text{u}\text{c}\text{i}\text{b}\text{l}\text{e})\:-\:\text{W}\text{e}\text{i}\text{g}\text{h}\text{t}\:\text{o}\text{f}\:\text{e}\text{m}\text{p}\text{t}\text{y}\:\text{c}\text{r}\text{u}\text{c}\text{i}\text{b}\text{l}\text{e}\:\:\right\}}{{\text{W}}_{\text{d}\text{r}\text{y}\:\text{w}\text{e}\text{i}\text{g}\text{h}\text{t}}}\times\:\:100$$
2
Where ‘% of ash’ is the percentage of ash left from the dry weight of the sample after ignition in Eq. (2).
Calculation of % of Carbon
% C = 0.5 * (100 - % of Ash) (3)
Where ‘% C’ is the Carbon fraction and ‘% Ash’ is the percentage of ash left from the dry weight in Eq. (3).
Calculating Hg Carbon Stock
Carbon stock refers to the amount of carbon stored in the environment (here, wetlands) typically in plants, soils, and aquatic systems. The more carbon stock, the higher would be the wetland’s capacity to absorb and sequester carbon dioxide (CO2), the main greenhouse gas in the atmosphere, through photosynthesis (Atsbha et al., 2019).
HG Carbon stock = HGB * %C (4)
Where, ‘HG Carbon stock’ is herb and grass carbon stock (t C/ha), ‘HGB’ refers to herb and grass biomass (t/ha), Eq. (4).
For Calculating the Bulk Density of the Soil:
Bulk density is an estimate of soil compaction, important for understanding the suitability of soil for root penetration, soil permeability, physical behavior of soil, and soil porosity (Pearson et al., 2005).
BD = W2 / V (5)
(V = πr2 x h ) (6)
where, BD = Bulk density (G/cm3); W2 = weight of oven dried sample(g), V = Volume of core sampler (cm3); r = radius of the core sampler (cm); h = height of the Core sampler (cm) in Eq. (5,6).
For calculating %C of the Soil:
%Ash = [ \(\:\frac{W3-W2}{W2-W1}\) ] x 100 (7)
%C = (100 − %Ash) × 0.58 (8)
By considering 58% Carbon in ash-free soil material for Eq. (7,8), where, W1 = Weight of crucible(g), W2 = Weight of the oven-dried grind sample and crucible (g), and W3 = Weight of ash and crucible(g).
For calculating Soil Organic Carbon (SOC) stock:
Soil organic carbon refers only to the carbon component of organic compounds, it remains in the soil after the decomposition of any material produced by living organisms, which is calculated by using Eq. (9).
SOC stock = BD * d * %C (9)
where, SOC = soil organic carbon stock per unit area (t C/ ha), BD = bulk density (g cm3),
d = the total depth at which the sample was taken (cm), and %C = Carbon concentration (%).
Calculating Total Carbon Stock:
The carbon values for each carbon pool were summed to estimate the total carbon stock of the wetland. The following Eq. (10) was used to calculate the total wetland carbon stock:
TCS = SOC + C (HG) (10)
where ‘TCS’ is the Total Carbon Stock of the wetland (t C/ha), ‘SOC’ is Soil organic carbon (t C/ha), ‘C(HG)’ is carbon stock in herbs and grasses of the wetland (t C/ha).
Calculating Co 2 Eq (Carbon Dioxide Equivalent):
CO2 equivalent (CO2 eq) is a measure used to compare the warming potential of different greenhouse gases by converting them into the amount of carbon dioxide that would have the same impact. The CO2 eq of the total carbon stock was obtained by multiplying the carbon stock by (molar conversion factor of) 3.67 or 44/12 (Pearson et al., 2007).
CO2 eq = TC x 3.67 (11)
where, CO2 eq is carbon dioxide equivalent (t CO2/ha) and TC is total carbon stock (t C/ha).