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Allometric equations for estimating on-farm fuel production of Gliricidia sepium (Gliricidia) shrubs and Cajanus cajan (pigeon pea) plants in semi-arid Tanzania
Background Fuelwood is considered to be the primary source of cooking energy in Tanzania and, due to ongoing deforestation, access to fuelwood is becoming more cumbersome. On-farm agroforestry systems can reduce dependency on off-farm fuel; however, the output of on-farm produced fuel is typically u...
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Published in: | Energy, sustainability and society sustainability and society, 2021-11, Vol.11 (1), p.1-14, Article 43 |
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description | Background
Fuelwood is considered to be the primary source of cooking energy in Tanzania and, due to ongoing deforestation, access to fuelwood is becoming more cumbersome. On-farm agroforestry systems can reduce dependency on off-farm fuel; however, the output of on-farm produced fuel is typically uncertain as production potentials are often not known. In this paper, we have developed allometric equations to model the above-ground woody biomass (AGWB) production from intercropped
Gliricidia sepium
(Jacq.) Kunth ex Walp (Gliricidia) shrubs and
Cajanus cajan
(L.) Millsp. (pigeon pea) plants.
Methods
We used a destructive sampling approach, for measuring the dendrometric characteristics, such as the root collar diameter at a 20 cm stem height (RCD
20
) and the stem height to estimate the AGWB production. The models are based on 112 Gliricidia and 80 pigeon pea observations from annually pruned plants. Seven allometric equations were fitted to derive the best-fit models for the AGWB production.
Results
We found that using a natural log-transformed linear model with RCD
20
as a single predictor variable provides the highest explanatory value to estimate the AGWB production (Gliricidia:
R
2
= 95.7%, pigeon pea:
R
2
= 91.4%) while meeting Ordinary Least Square (OLS) estimator requirements. Adding stem height as an additional variable to predict the AGWB production does not improve model accuracy enough to justify the extra work for including it.
Conclusions
While on-farm pigeon pea plants produced a stable amount of woody biomass per annum, annual fuelwood production from Gliricidia shrubs increased over the years. Compared to the annual fuelwood consumption data from the literature, our results show that on-farm produced fuelwood can substantially offset the demand for off-farm fuel, potentially resulting in household fuelwood autarky. |
doi_str_mv | 10.1186/s13705-021-00310-8 |
format | article |
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Fuelwood is considered to be the primary source of cooking energy in Tanzania and, due to ongoing deforestation, access to fuelwood is becoming more cumbersome. On-farm agroforestry systems can reduce dependency on off-farm fuel; however, the output of on-farm produced fuel is typically uncertain as production potentials are often not known. In this paper, we have developed allometric equations to model the above-ground woody biomass (AGWB) production from intercropped
Gliricidia sepium
(Jacq.) Kunth ex Walp (Gliricidia) shrubs and
Cajanus cajan
(L.) Millsp. (pigeon pea) plants.
Methods
We used a destructive sampling approach, for measuring the dendrometric characteristics, such as the root collar diameter at a 20 cm stem height (RCD
20
) and the stem height to estimate the AGWB production. The models are based on 112 Gliricidia and 80 pigeon pea observations from annually pruned plants. Seven allometric equations were fitted to derive the best-fit models for the AGWB production.
Results
We found that using a natural log-transformed linear model with RCD
20
as a single predictor variable provides the highest explanatory value to estimate the AGWB production (Gliricidia:
R
2
= 95.7%, pigeon pea:
R
2
= 91.4%) while meeting Ordinary Least Square (OLS) estimator requirements. Adding stem height as an additional variable to predict the AGWB production does not improve model accuracy enough to justify the extra work for including it.
Conclusions
While on-farm pigeon pea plants produced a stable amount of woody biomass per annum, annual fuelwood production from Gliricidia shrubs increased over the years. Compared to the annual fuelwood consumption data from the literature, our results show that on-farm produced fuelwood can substantially offset the demand for off-farm fuel, potentially resulting in household fuelwood autarky.</description><identifier>ISSN: 2192-0567</identifier><identifier>EISSN: 2192-0567</identifier><identifier>DOI: 10.1186/s13705-021-00310-8</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Agroforestry ; Aridity ; Biomass ; Cajanus cajan ; Cooking ; Deforestation ; Diameters ; Economics and Management ; Energy ; Energy mix ; Energy Policy ; Energy self-sufficiency ; Farms ; Food security ; Fuel production ; Fuels ; Gliricidia ; Gliricidia sepium ; Intercropping ; Mathematical models ; Model accuracy ; Original Article ; Peas ; Pigeonpeas ; Renewable and Green Energy ; Shrubs ; Smallholder farmer ; Stems ; Sustainable Development</subject><ispartof>Energy, sustainability and society, 2021-11, Vol.11 (1), p.1-14, Article 43</ispartof><rights>The Author(s) 2021</rights><rights>The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c429t-f66260b07a873f275f2f923d685047fae70f67a9f6e5876f5d49f78769ee0293</citedby><cites>FETCH-LOGICAL-c429t-f66260b07a873f275f2f923d685047fae70f67a9f6e5876f5d49f78769ee0293</cites><orcidid>0000-0003-2447-6268</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2594891518/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2594891518?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,11688,21394,25753,27924,27925,33611,36060,37012,43733,44363,44590,74221,74895,75126</link.rule.ids></links><search><creatorcontrib>Hafner, J. M.</creatorcontrib><creatorcontrib>Steinke, J.</creatorcontrib><creatorcontrib>Uckert, G.</creatorcontrib><creatorcontrib>Sieber, S.</creatorcontrib><creatorcontrib>Kimaro, A. A.</creatorcontrib><title>Allometric equations for estimating on-farm fuel production of Gliricidia sepium (Gliricidia) shrubs and Cajanus cajan (pigeon pea) plants in semi-arid Tanzania</title><title>Energy, sustainability and society</title><addtitle>Energ Sustain Soc</addtitle><description>Background
Fuelwood is considered to be the primary source of cooking energy in Tanzania and, due to ongoing deforestation, access to fuelwood is becoming more cumbersome. On-farm agroforestry systems can reduce dependency on off-farm fuel; however, the output of on-farm produced fuel is typically uncertain as production potentials are often not known. In this paper, we have developed allometric equations to model the above-ground woody biomass (AGWB) production from intercropped
Gliricidia sepium
(Jacq.) Kunth ex Walp (Gliricidia) shrubs and
Cajanus cajan
(L.) Millsp. (pigeon pea) plants.
Methods
We used a destructive sampling approach, for measuring the dendrometric characteristics, such as the root collar diameter at a 20 cm stem height (RCD
20
) and the stem height to estimate the AGWB production. The models are based on 112 Gliricidia and 80 pigeon pea observations from annually pruned plants. Seven allometric equations were fitted to derive the best-fit models for the AGWB production.
Results
We found that using a natural log-transformed linear model with RCD
20
as a single predictor variable provides the highest explanatory value to estimate the AGWB production (Gliricidia:
R
2
= 95.7%, pigeon pea:
R
2
= 91.4%) while meeting Ordinary Least Square (OLS) estimator requirements. Adding stem height as an additional variable to predict the AGWB production does not improve model accuracy enough to justify the extra work for including it.
Conclusions
While on-farm pigeon pea plants produced a stable amount of woody biomass per annum, annual fuelwood production from Gliricidia shrubs increased over the years. Compared to the annual fuelwood consumption data from the literature, our results show that on-farm produced fuelwood can substantially offset the demand for off-farm fuel, potentially resulting in household fuelwood autarky.</description><subject>Agroforestry</subject><subject>Aridity</subject><subject>Biomass</subject><subject>Cajanus cajan</subject><subject>Cooking</subject><subject>Deforestation</subject><subject>Diameters</subject><subject>Economics and Management</subject><subject>Energy</subject><subject>Energy mix</subject><subject>Energy Policy</subject><subject>Energy self-sufficiency</subject><subject>Farms</subject><subject>Food security</subject><subject>Fuel production</subject><subject>Fuels</subject><subject>Gliricidia</subject><subject>Gliricidia sepium</subject><subject>Intercropping</subject><subject>Mathematical models</subject><subject>Model accuracy</subject><subject>Original Article</subject><subject>Peas</subject><subject>Pigeonpeas</subject><subject>Renewable and Green Energy</subject><subject>Shrubs</subject><subject>Smallholder farmer</subject><subject>Stems</subject><subject>Sustainable Development</subject><issn>2192-0567</issn><issn>2192-0567</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ALSLI</sourceid><sourceid>M0C</sourceid><sourceid>M2R</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9UU1v1DAQjRBIVG3_ACdLXMrBYDvx17FaQVupUi97t2YTe_EqsVM7OcCv4acy2yDKCcvSjEfvvfHMa5oPnH3m3KgvlbeaScoEp4y1nFHzprkQ3ArKpNJv_8nfN9e1nhgezVQn7EXz63Yc8-SXEnvin1dYYk6VhFyIr0uc8J2OJCcaoEwkrH4kc8nD2p9xJAdyN0akxiECqX6O60RuXkufSP1e1kMlkAaygxOktZL-HMnNHI8eJWaPqHmEtFQSE2pMkUKJA9lD-gkpwlXzLsBY_fWfeNnsv33d7-7p49Pdw-72kfY4x0KDUkKxA9NgdBuElkEEK9pBGck6HcBrFpQGG5SXRqsgh84GjZn1ngnbXjYPm-yQ4eTmgqOXHy5DdC-FXI4OyhL70TuuB6mtAbyiY7ozwHvegegPHQfwErU-blq4qucV9-hOeS0Jf--EtJ2xXHKDKLGh-pJrLT787cqZO_vqNl8d-upefHVnUruRKoLT0ZdX6f-wfgObIKZC</recordid><startdate>20211108</startdate><enddate>20211108</enddate><creator>Hafner, J. M.</creator><creator>Steinke, J.</creator><creator>Uckert, G.</creator><creator>Sieber, S.</creator><creator>Kimaro, A. A.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><general>BMC</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>0-V</scope><scope>3V.</scope><scope>7ST</scope><scope>7U6</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>88J</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8FL</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>L.-</scope><scope>L6V</scope><scope>M0C</scope><scope>M2R</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2447-6268</orcidid></search><sort><creationdate>20211108</creationdate><title>Allometric equations for estimating on-farm fuel production of Gliricidia sepium (Gliricidia) shrubs and Cajanus cajan (pigeon pea) plants in semi-arid Tanzania</title><author>Hafner, J. M. ; Steinke, J. ; Uckert, G. ; Sieber, S. ; Kimaro, A. A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c429t-f66260b07a873f275f2f923d685047fae70f67a9f6e5876f5d49f78769ee0293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Agroforestry</topic><topic>Aridity</topic><topic>Biomass</topic><topic>Cajanus cajan</topic><topic>Cooking</topic><topic>Deforestation</topic><topic>Diameters</topic><topic>Economics and Management</topic><topic>Energy</topic><topic>Energy mix</topic><topic>Energy Policy</topic><topic>Energy self-sufficiency</topic><topic>Farms</topic><topic>Food security</topic><topic>Fuel production</topic><topic>Fuels</topic><topic>Gliricidia</topic><topic>Gliricidia sepium</topic><topic>Intercropping</topic><topic>Mathematical models</topic><topic>Model accuracy</topic><topic>Original Article</topic><topic>Peas</topic><topic>Pigeonpeas</topic><topic>Renewable and Green Energy</topic><topic>Shrubs</topic><topic>Smallholder farmer</topic><topic>Stems</topic><topic>Sustainable Development</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hafner, J. M.</creatorcontrib><creatorcontrib>Steinke, J.</creatorcontrib><creatorcontrib>Uckert, G.</creatorcontrib><creatorcontrib>Sieber, S.</creatorcontrib><creatorcontrib>Kimaro, A. A.</creatorcontrib><collection>SpringerOpen</collection><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection【Remote access available】</collection><collection>ProQuest Central (Corporate)</collection><collection>Environment Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Social Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Social Science Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ProQuest Engineering Collection</collection><collection>ABI/INFORM Global (ProQuest)</collection><collection>Social Science Database</collection><collection>ProQuest Engineering Database</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Environmental Science Database</collection><collection>ProQuest Earth, Atmospheric & Aquatic Science Database</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>One Business (ProQuest)</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Energy, sustainability and society</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hafner, J. M.</au><au>Steinke, J.</au><au>Uckert, G.</au><au>Sieber, S.</au><au>Kimaro, A. A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Allometric equations for estimating on-farm fuel production of Gliricidia sepium (Gliricidia) shrubs and Cajanus cajan (pigeon pea) plants in semi-arid Tanzania</atitle><jtitle>Energy, sustainability and society</jtitle><stitle>Energ Sustain Soc</stitle><date>2021-11-08</date><risdate>2021</risdate><volume>11</volume><issue>1</issue><spage>1</spage><epage>14</epage><pages>1-14</pages><artnum>43</artnum><issn>2192-0567</issn><eissn>2192-0567</eissn><abstract>Background
Fuelwood is considered to be the primary source of cooking energy in Tanzania and, due to ongoing deforestation, access to fuelwood is becoming more cumbersome. On-farm agroforestry systems can reduce dependency on off-farm fuel; however, the output of on-farm produced fuel is typically uncertain as production potentials are often not known. In this paper, we have developed allometric equations to model the above-ground woody biomass (AGWB) production from intercropped
Gliricidia sepium
(Jacq.) Kunth ex Walp (Gliricidia) shrubs and
Cajanus cajan
(L.) Millsp. (pigeon pea) plants.
Methods
We used a destructive sampling approach, for measuring the dendrometric characteristics, such as the root collar diameter at a 20 cm stem height (RCD
20
) and the stem height to estimate the AGWB production. The models are based on 112 Gliricidia and 80 pigeon pea observations from annually pruned plants. Seven allometric equations were fitted to derive the best-fit models for the AGWB production.
Results
We found that using a natural log-transformed linear model with RCD
20
as a single predictor variable provides the highest explanatory value to estimate the AGWB production (Gliricidia:
R
2
= 95.7%, pigeon pea:
R
2
= 91.4%) while meeting Ordinary Least Square (OLS) estimator requirements. Adding stem height as an additional variable to predict the AGWB production does not improve model accuracy enough to justify the extra work for including it.
Conclusions
While on-farm pigeon pea plants produced a stable amount of woody biomass per annum, annual fuelwood production from Gliricidia shrubs increased over the years. Compared to the annual fuelwood consumption data from the literature, our results show that on-farm produced fuelwood can substantially offset the demand for off-farm fuel, potentially resulting in household fuelwood autarky.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1186/s13705-021-00310-8</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-2447-6268</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agroforestry Aridity Biomass Cajanus cajan Cooking Deforestation Diameters Economics and Management Energy Energy mix Energy Policy Energy self-sufficiency Farms Food security Fuel production Fuels Gliricidia Gliricidia sepium Intercropping Mathematical models Model accuracy Original Article Peas Pigeonpeas Renewable and Green Energy Shrubs Smallholder farmer Stems Sustainable Development |
title | Allometric equations for estimating on-farm fuel production of Gliricidia sepium (Gliricidia) shrubs and Cajanus cajan (pigeon pea) plants in semi-arid Tanzania |
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