Paper · 2026 · International Journal of Environment and Climate Change

Agrometeorological Assessment of Thermal Indices, Phenology and Canopy Temperature Dynamics in Green Gram under Different Sowing Windows and Varieties

A. R. Tupe; A. B. Chorey; M. M. Ganvir; et al.

20
claims
40
verbatim quotes
0
citations
3
research areas
✓
Open access

Abstract

Background: Green gram (Vigna radiata L.), locally called moong, is a high-protein pulse crop that improves soil fertility through nitrogen fixation and serves as food, cattle feed, and green manure. Its growth and yield are strongly influenced by weather, sowing time, and variety, with optimal planting enhancing productivity and resource-use efficiency. Aim: To assess the impact of the thermal indices, phenological development, and canopy temperature depression (CTD) under different sowing windows and varieties to optimize sowing strategies for enhanced crop resilience and yield stability in green gram. Study Design: Factorial Randomized Block Design (FRBD). Place and Duration of Study: AICRP on Agrometeorology farm, Dr. Panjabrao Deshmukh Krishi Vidyapeeth, Akola, during the 2023-24 kharif season. Methodology: Nine treatments including three sowing windows, viz., D1- 28th MW (10th July), D2- 29th MW (17th July) and D3- 30th MW (24th July) as main plots, and three varieties, viz., V1- PKV Green Gold, V2- PKV AKM-4 and V3- Utkarsha as sub-plots replicated thrice. Results: Crops sown in the 28th MW (1108 °C day) window accumulated the highest GDD, which decreased by 7.5% in 29th MW, and 10.5% in 30th MW. Similarly, the highest PTU were observed in 28th MW (14993 °C day hrs), followed by 29th and 30th MW with a decrease of 7.5% and 10.7%, respectively. These trend was continued for TUE with the maximum achieved under 28th MW (2.5 kg ha-1°C-1 day-1), succeeded by 29th and 30th MW with a decline of 8.4% and 16.0%, respectively. On the other hand, late sowing (30th MW) achieved the highest HTU (3932 °C day hrs), followed by 28th and 29th MW with a reduction of 4.3% and 9.4%, respectively. Maximum CTD was found in 28th MW (1.23 °C), which reduced with delayed sowing in 29th (40.7%) and 30th MW (42.3%). Among the varieties, PKV Green Gold exhibited the highest GDD, PTU, HTU, and CTD, ensued by PKV AKM-4 while Utkarsha recorded the lowest. Soil moisture content was the highest in 28th MW sowing, except at the pod initiation stage. Correlation analysis revealed that the optimal crop development was influenced by certain weather conditions, such as cooler temperatures that favoured emergence and maturity, while higher minimum temperatures supported flowering. Conclusion: Sowing in 28th MW optimized thermal indices and yield efficiency, while delayed sowing (29th and 30th MW) showed reduction, as late sowing lead to the forced maturity of crop. PKV Green Gold exhibited the highest GDD, PTU, and CTD, whereas PKV AKM-4 demonstrated the better efficiency to utilize available thermal units. This study will prove an important step towards deciding appropriate sowing time for maximizing growth and yield of crop under varying weather conditions.

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The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 20

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Green gram sown in the 28th MW accumulated the highest GDD (1108 °C day).

Treatment
Crops sown in the 28th MWe1
Outcome
GDDe1
Direction
higheste1
Value
1108 °C daye1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Crops sown in the 28th MW (1108 °C day) window accumulated the highest GDD”

✓ located verbatim in the source · abstract, characters 1089–1163 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

GDD decreased by 7.5% with sowing in the 29th MW relative to the 28th MW.

Treatment
29th MWe1
Outcome
GDDe1
Direction
decreasede1
Value
7.5%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Crops sown in the 28th MW (1108 °C day) window accumulated the highest GDD, which decreased by 7.5% in 29th MW”

✓ located verbatim in the source · abstract, characters 1089–1199 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

GDD decreased by 10.5% with sowing in the 30th MW relative to the 28th MW.

Treatment
30th MWe1
Outcome
GDDe1
Direction
decreasede1
Value
10.5%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Crops sown in the 28th MW (1108 °C day) window accumulated the highest GDD, which decreased by 7.5% in 29th MW, and 10.5% in 30th MW”

✓ located verbatim in the source · abstract, characters 1089–1221 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

The highest PTU occurred with sowing in the 28th MW (14993 °C day hrs).

Treatment
28th MWe1
Outcome
PTUe1
Direction
higheste1
Value
14993 °C day hrse1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“the highest PTU were observed in 28th MW (14993 °C day hrs)”

✓ located verbatim in the source · abstract, characters 1234–1293 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

PTU decreased by 7.5% with sowing in the 29th MW relative to the 28th MW.

Treatment
29the1
Outcome
PTUe1
Direction
decreasee1
Value
7.5%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“the highest PTU were observed in 28th MW (14993 °C day hrs), followed by 29th and 30th MW with a decrease of 7.5% and 10.7%”

✓ located verbatim in the source · abstract, characters 1234–1357 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

PTU decreased by 10.7% with sowing in the 30th MW relative to the 28th MW.

Treatment
30th MWe1
Outcome
PTUe1
Direction
decreasee1
Value
10.7%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“the highest PTU were observed in 28th MW (14993 °C day hrs), followed by 29th and 30th MW with a decrease of 7.5% and 10.7%”

✓ located verbatim in the source · abstract, characters 1234–1357 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

TUE was maximum under the 28th MW sowing (2.5 kg ha-1°C-1 day-1).

Treatment
28th MWe1
Outcome
TUEe1
Direction
maximume1
Value
2.5 kg ha-1°C-1 day-1e1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“TUE with the maximum achieved under 28th MW (2.5 kg ha-1°C-1 day-1)”

✓ located verbatim in the source · abstract, characters 1403–1470 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

TUE declined by 8.4% with sowing in the 29th MW relative to the 28th MW.

Treatment
29the1
Outcome
TUEe1
Direction
declinee1
Value
8.4%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“TUE with the maximum achieved under 28th MW (2.5 kg ha-1°C-1 day-1), succeeded by 29th and 30th MW with a decline of 8.4% and 16.0%”

✓ located verbatim in the source · abstract, characters 1403–1534 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

TUE declined by 16.0% with sowing in the 30th MW relative to the 28th MW.

Treatment
30th MWe1
Outcome
TUEe1
Direction
declinee1
Value
16.0%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“TUE with the maximum achieved under 28th MW (2.5 kg ha-1°C-1 day-1), succeeded by 29th and 30th MW with a decline of 8.4% and 16.0%”

✓ located verbatim in the source · abstract, characters 1403–1534 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Late sowing (30th MW) achieved the highest HTU (3932 °C day hrs).

Treatment
late sowing (30th MW)e1
Outcome
HTUe1
Direction
higheste1
Value
3932 °C day hrse1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“late sowing (30th MW) achieved the highest HTU (3932 °C day hrs)”

✓ located verbatim in the source · abstract, characters 1569–1633 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

HTU was reduced by 4.3% with sowing in the 28th MW relative to the 30th MW.

Treatment
28the1
Outcome
HTUe1
Direction
reductione1
Value
4.3%e1
Comparator
30th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“late sowing (30th MW) achieved the highest HTU (3932 °C day hrs), followed by 28th and 29th MW with a reduction of 4.3% and 9.4%”

✓ located verbatim in the source · abstract, characters 1569–1697 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

HTU was reduced by 9.4% with sowing in the 29th MW relative to the 30th MW.

Treatment
29th MWe1
Outcome
HTUe1
Direction
reductione1
Value
9.4%e1
Comparator
30th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“late sowing (30th MW) achieved the highest HTU (3932 °C day hrs), followed by 28th and 29th MW with a reduction of 4.3% and 9.4%”

✓ located verbatim in the source · abstract, characters 1569–1697 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Maximum CTD (1.23 °C) was found with sowing in the 28th MW.

Treatment
28th MWe1
Outcome
CTDe1
Direction
Maximume1
Value
1.23 °Ce1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Maximum CTD was found in 28th MW (1.23 °C)”

✓ located verbatim in the source · abstract, characters 1713–1755 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

CTD was reduced by 40.7% with delayed sowing in the 29th MW relative to the 28th MW.

Treatment
delayed sowing in 29the1
Outcome
CTDe1
Direction
reducede1
Value
40.7%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Maximum CTD was found in 28th MW (1.23 °C), which reduced with delayed sowing in 29th (40.7%)”

✓ located verbatim in the source · abstract, characters 1713–1806 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

CTD was reduced by 42.3% with delayed sowing in the 30th MW relative to the 28th MW.

Treatment
30th MWe1
Outcome
CTDe1
Direction
reducede1
Value
42.3%e1
Comparator
28th MWe1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Maximum CTD was found in 28th MW (1.23 °C), which reduced with delayed sowing in 29th (40.7%) and 30th MW (42.3%)”

✓ located verbatim in the source · abstract, characters 1713–1826 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

PKV Green Gold exhibited the highest GDD, PTU, HTU and CTD, followed by PKV AKM-4, while Utkarsha recorded the lowest.

Material
PKV Green Golde1
Outcome
GDD, PTU, HTU, and CTDe1
Direction
higheste1
Qualifier
Utkarsha recorded the loweste1
Comparator
PKV AKM-4e1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Among the varieties, PKV Green Gold exhibited the highest GDD, PTU, HTU, and CTD, ensued by PKV AKM-4 while Utkarsha recorded the lowest”

✓ located verbatim in the source · abstract, characters 1828–1964 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Soil moisture content was highest with sowing in the 28th MW, except at the pod initiation stage.

Treatment
28th MW sowinge1
Outcome
Soil moisture contente1
Direction
higheste1
Qualifier
except at the pod initiation stagee1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Soil moisture content was the highest in 28th MW sowing, except at the pod initiation stage”

✓ located verbatim in the source · abstract, characters 1966–2057 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Correlation analysis showed that crop development was influenced by weather: cooler temperatures favoured emergence and maturity, while higher minimum temperatures supported flowering.

Treatment
cooler temperaturese1
Outcome
optimal crop developmente1
Qualifier
higher minimum temperatures supported floweringe1

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Correlation analysis revealed that the optimal crop development was influenced by certain weather conditions, such as cooler temperatures that favoured emergence and maturity, while higher minimum temperatures supported flowering”

✓ located verbatim in the source · abstract, characters 2059–2288 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors conclude that sowing in the 28th MW optimized thermal indices and yield efficiency, while delayed sowing (29th and 30th MW) showed reduction.

Treatment
Sowing in 28th MWe1
Outcome
thermal indices and yield efficiencye1
Comparator
delayed sowing (29th and 30th MW)e1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“Sowing in 28th MW optimized thermal indices and yield efficiency, while delayed sowing (29th and 30th MW) showed reduction”

✓ located verbatim in the source · abstract, characters 2302–2424 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

PKV AKM-4 demonstrated better efficiency in utilizing available thermal units.

Material
PKV AKM-4e1
Outcome
efficiency to utilize available thermal unitse1
Direction
bettere1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Green Gram”

✓ located verbatim in the source · title, characters 95–105 · show in text ↑
e1

“PKV AKM-4 demonstrated the better efficiency to utilize available thermal units”

✓ located verbatim in the source · abstract, characters 2542–2621 · show in text ↑

sowing time · growth · Vigna radiata (mung bean)Positive and negative results

12 papers: 9 positive, 3 negative or no effect

2 papers in the same direction as this paper · 9 in the opposite direction

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  3. positive

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Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.