Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment

ABSTRACT The rice (Oryza sativa L.)–wheat (Triticum aestivum L.) cropping system faces major challenges such as stagnant yields, high input and energy demands, and increasing soil and air pollution. Indian mustard (Brassica juncea L.) is a promising crop for diversification within rice‐based ecosyst...

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Main Authors: Sunil Kumar, Ram Swaroop Meena, Sandeep Kumar, Gourisankar Pradhan, Chetan Kumar Jangir, Shambhunath Ghosh, Himani Punia, Parvender Sheoran, Ramawatar Meena, Md. Afjal Ahmad, Suneel Kumar Goyal, Nazih Y. Rebouh
Format: Article
Language:English
Published: Wiley 2025-06-01
Series:GCB Bioenergy
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Online Access:https://doi.org/10.1111/gcbb.70044
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author Sunil Kumar
Ram Swaroop Meena
Sandeep Kumar
Gourisankar Pradhan
Chetan Kumar Jangir
Shambhunath Ghosh
Himani Punia
Parvender Sheoran
Ramawatar Meena
Md. Afjal Ahmad
Suneel Kumar Goyal
Nazih Y. Rebouh
author_facet Sunil Kumar
Ram Swaroop Meena
Sandeep Kumar
Gourisankar Pradhan
Chetan Kumar Jangir
Shambhunath Ghosh
Himani Punia
Parvender Sheoran
Ramawatar Meena
Md. Afjal Ahmad
Suneel Kumar Goyal
Nazih Y. Rebouh
author_sort Sunil Kumar
collection DOAJ
description ABSTRACT The rice (Oryza sativa L.)–wheat (Triticum aestivum L.) cropping system faces major challenges such as stagnant yields, high input and energy demands, and increasing soil and air pollution. Indian mustard (Brassica juncea L.) is a promising crop for diversification within rice‐based ecosystems. The objective of this study was to evaluate the effects of different sowing dates and nutrient sources on energy budgeting in diversified Indian mustard and to assess the impact of these nutrient sources on heat‐cum‐carbon efficiency. The experiment was conducted using a split‐plot design (SPD) with three sowing dates—November 17, November 27, and December 07—in the main plots, and eight nutrient sources in the subplots, where the recommended dose of fertilizer was 100 N:50 P2O5:50 K2O:40 S kg ha−1. The results, based on pooled data, indicated that among the sowing dates, November 17 recorded the highest values for several key metrics. These include energy use efficiency (EUE: 3.46, 5.12, and 12.16), energy production (EP: 0.152, 0.41, and 0.56 kg MJ−1), net energy (NE: 29,712, 50,483, and 92,558 MJ ha−1), energy profitability (EPr: 2.46, 2.88, and 6.34), human energy profitability (HEP: 364.82, 412.60, and 777.42), energy output efficiency (EOE: 364.69, 412.49, and 777.18 MJ d−1), carbon output (CO: 815, 2215, and 3030 kg CE ha−1), carbon efficiency (CE: 2.07, 5.59, and 7.66), and carbon sustainability index (CSI: 1.07, 4.59, and 6.66) for seed, stover, and biological yield, respectively, compared to the crops sown on November 27 and December 07. The study also revealed significant increases in heat use efficiency (HUE) on dry matter at 45 and 90 days after sowing (DAS) and on seed, stover, and biological yield (13.3, 8.46, 1.52, 4.16, and 5.69 kg ha−1°C days, respectively). In the subplots, the highest EUE (3.92, 5.10, and 12.1), EP (0.172, 0.408, and 0.58 kg ha−1), and EPr (2.92, 2.86, and 6.78) for seed, stover, and biological yield were observed in the control treatment, outperforming the other nutrient sources on a pooled basis. The highest SE production (8.59, 3.48, and 2.47 MJ kg−1) for seed, stover, and biological yield was recorded with the application of 100% of the recommended dose of fertilizer (RDF) combined with Azotobacter and phosphorus‐solubilizing bacteria (PSB). Furthermore, the highest NE (35,427, 52,203, and 102,370 MJ ha−1), HEP (434.02, 438.67, and 872.68), EOE (448.37, 452.68, and 901.04 MJ d−1), CO (972, 2359, and 3331 kg CE ha−1), CE (2.48, 6.01, and 8.48), CSI (1.48, 5.01, and 7.48), and HUE (1.67, 4.12, and 5.81 kg ha−1°C days) for seed, stover, and biological yield were observed with the application of 75% RDF + 25% nitrogen from pressmud, combined with Azotobacter and PSB. This study provides a novel framework for optimizing sowing dates and nutrient sources that can lead to the development of an energy‐efficient, heat‐cum‐carbon‐efficient, and eco‐friendly production system. Its findings offer scalable solutions for enhancing sustainability and reducing environmental footprints in rice‐based cropping systems.
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spelling doaj-art-dfbc30e2d429400bbda564596e82f74e2025-08-20T02:34:02ZengWileyGCB Bioenergy1757-16931757-17072025-06-01176n/an/a10.1111/gcbb.70044Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates AssessmentSunil Kumar0Ram Swaroop Meena1Sandeep Kumar2Gourisankar Pradhan3Chetan Kumar Jangir4Shambhunath Ghosh5Himani Punia6Parvender Sheoran7Ramawatar Meena8Md. Afjal Ahmad9Suneel Kumar Goyal10Nazih Y. Rebouh11Department of Agronomy, Institute of Agricultural Sciences Banaras Hindu University Varanasi Uttar Pradesh IndiaDepartment of Agronomy, Institute of Agricultural Sciences Banaras Hindu University Varanasi Uttar Pradesh IndiaICAR‐Indian Agricultural Research Institute, Regional Station Karnal Haryana IndiaDepartment of Agronomy, Institute of Agricultural Sciences Banaras Hindu University Varanasi Uttar Pradesh IndiaDivision of Soil Science ICAR‐National Research Centre on Seed Spices Ajmer Rajasthan IndiaICAR‐Indian Institute of Wheat and Barley Research IARI Karnal Hub Karnal Haryana IndiaDepartment of Allied and Health Sciences Saraswati Group of Colleges Mohali Punjab IndiaICAR‐Agricultural Technology Application Research Institute (ICAR‐ATARI), Zone‐I Ludhiana Punjab IndiaDepartment of Soil Science and Agricultural Chemistry, Institute of Agricultural Sciences Banaras Hindu University Varanasi Uttar Pradesh IndiaDepartment of Plant Physiology, Institute of Agricultural Sciences Banaras Hindu University Varanasi Uttar Pradesh IndiaKrishi Vigyan Kendra, Institute of Agricultural Sciences, RGSC Banaras Hindu University Mirzapur Uttar Pradesh IndiaDepartment of Environmental Management, Institute of Environmental Engineering RUDN University Moscow Russian FederationABSTRACT The rice (Oryza sativa L.)–wheat (Triticum aestivum L.) cropping system faces major challenges such as stagnant yields, high input and energy demands, and increasing soil and air pollution. Indian mustard (Brassica juncea L.) is a promising crop for diversification within rice‐based ecosystems. The objective of this study was to evaluate the effects of different sowing dates and nutrient sources on energy budgeting in diversified Indian mustard and to assess the impact of these nutrient sources on heat‐cum‐carbon efficiency. The experiment was conducted using a split‐plot design (SPD) with three sowing dates—November 17, November 27, and December 07—in the main plots, and eight nutrient sources in the subplots, where the recommended dose of fertilizer was 100 N:50 P2O5:50 K2O:40 S kg ha−1. The results, based on pooled data, indicated that among the sowing dates, November 17 recorded the highest values for several key metrics. These include energy use efficiency (EUE: 3.46, 5.12, and 12.16), energy production (EP: 0.152, 0.41, and 0.56 kg MJ−1), net energy (NE: 29,712, 50,483, and 92,558 MJ ha−1), energy profitability (EPr: 2.46, 2.88, and 6.34), human energy profitability (HEP: 364.82, 412.60, and 777.42), energy output efficiency (EOE: 364.69, 412.49, and 777.18 MJ d−1), carbon output (CO: 815, 2215, and 3030 kg CE ha−1), carbon efficiency (CE: 2.07, 5.59, and 7.66), and carbon sustainability index (CSI: 1.07, 4.59, and 6.66) for seed, stover, and biological yield, respectively, compared to the crops sown on November 27 and December 07. The study also revealed significant increases in heat use efficiency (HUE) on dry matter at 45 and 90 days after sowing (DAS) and on seed, stover, and biological yield (13.3, 8.46, 1.52, 4.16, and 5.69 kg ha−1°C days, respectively). In the subplots, the highest EUE (3.92, 5.10, and 12.1), EP (0.172, 0.408, and 0.58 kg ha−1), and EPr (2.92, 2.86, and 6.78) for seed, stover, and biological yield were observed in the control treatment, outperforming the other nutrient sources on a pooled basis. The highest SE production (8.59, 3.48, and 2.47 MJ kg−1) for seed, stover, and biological yield was recorded with the application of 100% of the recommended dose of fertilizer (RDF) combined with Azotobacter and phosphorus‐solubilizing bacteria (PSB). Furthermore, the highest NE (35,427, 52,203, and 102,370 MJ ha−1), HEP (434.02, 438.67, and 872.68), EOE (448.37, 452.68, and 901.04 MJ d−1), CO (972, 2359, and 3331 kg CE ha−1), CE (2.48, 6.01, and 8.48), CSI (1.48, 5.01, and 7.48), and HUE (1.67, 4.12, and 5.81 kg ha−1°C days) for seed, stover, and biological yield were observed with the application of 75% RDF + 25% nitrogen from pressmud, combined with Azotobacter and PSB. This study provides a novel framework for optimizing sowing dates and nutrient sources that can lead to the development of an energy‐efficient, heat‐cum‐carbon‐efficient, and eco‐friendly production system. Its findings offer scalable solutions for enhancing sustainability and reducing environmental footprints in rice‐based cropping systems.https://doi.org/10.1111/gcbb.70044carbon footprintenergyheat use efficiencyindian mustardpressmud
spellingShingle Sunil Kumar
Ram Swaroop Meena
Sandeep Kumar
Gourisankar Pradhan
Chetan Kumar Jangir
Shambhunath Ghosh
Himani Punia
Parvender Sheoran
Ramawatar Meena
Md. Afjal Ahmad
Suneel Kumar Goyal
Nazih Y. Rebouh
Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment
GCB Bioenergy
carbon footprint
energy
heat use efficiency
indian mustard
pressmud
title Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment
title_full Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment
title_fullStr Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment
title_full_unstemmed Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment
title_short Designing a Diversified Indian Mustard Production System for Energy‐Carbon‐Cum‐Heat Use Efficiency and Sowing Dates Assessment
title_sort designing a diversified indian mustard production system for energy carbon cum heat use efficiency and sowing dates assessment
topic carbon footprint
energy
heat use efficiency
indian mustard
pressmud
url https://doi.org/10.1111/gcbb.70044
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