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Contents lists available at ScienceDirect
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journal homepage: http://ees.elsevier.com
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5Department of Earth System Science, University of California Irvine, California, USA
6International Institute for Tropical Agriculture (IITA) Cameroon, Yaoundé, Cameroon
7School of Geography & Environmental Science, University of Southampton, UK
8Environmental Economics, Institute for Environmental Studies, VU University Amsterdam, the Netherlands
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1. Introduction
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89F HC IB89FGH5B8 H<9 9LH9BH HC K<=7< B9;5H=J9 =AD57HG F97CF898 =B H<9
D99FF9J=9K98 @=H9F5HIF9 5B8 <CK F9DF9G9BH5H=J9 CIF G5AD@9 =G K9 @CC?
5H K<=7< =AD57HG 5F9 F9DCFH98 =B ;F9M @=H9F5HIF9 GD97=:=75@@M =B H<9 BJ=
FCBA9BH5@ "IGH=79 H@5G
2. Methods
,KC GCIF79G C: =B:CFA5H=CB K9F9 IG98 =B H<=G F9J=9K HC IB89FGH5B8
D5@A C=@ HF589 =AD57HG CB <IA5B K9@@69=B; H<FCI;< 75G9 GHI8=9G C: 8=
F97H GC7=C97CBCA=7 5B8 =B8=F97H H<FCI;< 97CGMGH9A G9FJ=79G 'IF
WFGH GCIF79 C: =B:CFA5H=CB K5G :FCA D99FF9J=9K98 @=H9F5HIF9 /96 C:
+7=9B79 HC @CC? :CF D5D9FG H<5H IG98 DF=A5FM 85H5 HC 5GG9GG H<9 =AD57HG
C: D5@A C=@ HF589 CB <IA5B K9@@69=B; @H<CI;< A5BM GHI8=9G CB D5@A
C=@ HF589 5F9 7CB8I7H98 6M &'G GI7< 5G H<9 9BH9F :CF !BH9FB5H=CB5@
CF9GHFM *9G95F7< !'* 5B8 /CF@8 /=@8@=:9 IB8 // K9 8=8 BCH
=B7@I89 5@@ ;F9M @=H9F5HIF9 6IH IG98 CB@M H<9 BJ=FCBA9BH5@ "IGH=79 H@5G
<HHDG9>5H@5GCF; 5 GCIF79 C: ;F9M @=H9F5HIF9 HC 7CAD5F9 CIF F9GI@HG
CB H<9 B9;5H=J9 =AD57HG C: D5@A C=@ HF589 CB <IA5B K9@@69=B; @=A=H5
H=CB C: BJ=FCBA9BH5@ "IGH=79 H@5G " =G H<5H =H CB@M F9DCFHG B9;5H=J9
=AD57HG
!B CIF 5B5@MG=G K9 8=GH=B;I=G< 69HK99B GA5@@<C@89FG 5B8 5;FC=B
8IGHF=5@ C=@ D5@A D@5BH5H=CBG +A5@@<C@89FG 5F9 7CBG=89F98 5G ;FCK9FG
H<5H 5F9 BCH 5;FC=B8IGHF=9G K=H< 5J9F5;9 D@5BH98 5F95 C: <5 CF @9GG
5B8 =: GH5H98 =B H<9 GHI8M 5G GA5@@<C@89FG ,<=G =G 5 G<5@@CK K5M C: 5G
UNCORRECTED PROOF
L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
G9GG=B; GA5@@<C@89FG 7CAD5F98 HC H<9 89:=B=H=CB 6M H<9 *CIB8H56@9 CB
+IGH5=B56@9 (5@A '=@ *+(' K<9F9 H<9 :5FA DFCJ=89G H<9 A5>CF=HM C:
=B7CA9 HC H<9 :5A=@M 5B8 =B HIFB H<9 :5A=@M DFCJ=89G H<9 A5>CF=HM C: @5
6CF CB H<9 :5FA KKKFGDCCF; !B89D9B89BH GA5@@<C@89FG K9F9 BCH 8=G
H=B;I=G<98 :FCA H<CG9 =B D5FHB9FG<=D G7<9A9G K=H< 5;FC=B8IGHF=5@ 7CA
D5B=9G !H G<CI@8 5@GC 69 BCH98 H<5H H<9 89:=B=H=CB C: GA5@@<C@89FG A5M
8=::9F :FCA 7CIBHFM HC 7CIBHFM 89D9B8=B; CB 8=::9F9BH G7<9A9G C: CKB
9FG<=D 5B8 A5B5;9A9BH
2.1. Peer-reviewed literature
!+! /96 C: #BCK@98;9G 85H565G9 K5G G9@97H98 5G H<9 CB@M G95F7<
9B;=B9 5B8 85H565G9 HC 7CB8I7H 5 7CADF9<9BG=J9 G95F7< C: H<9 57589
A=7 D99FF9J=9K98 @=H9F5HIF9 G95F7< K5G 7CB8I7H98 =B '7HC69F
K=H<CIH GD97=:M=B; 5B =B=H=5@ CF 9B8 M95F 6IH =B7@I898 GHI8=9G =B
IG=B; H<9 :C@@CK=B; G95F7< H9FAG “D5@A C=@”CF “C=@ D5@A”& “K9@@
69=B;”CF “K9@@69=B;”CF “K9@@ 69=B;”CF “=B7CA9”CF “DCJ9FHM”CF “BI
HF=H=CB”CF “@=J9@=<CC8”CF “G97IF=HM”CF “JI@B9F56@9”CF “<IA5B 75D=H5@”
CF “GC7=5@ =AD57H”CF “97CBCA=7 =AD57H”CF “K9@:5F9” G97CB8 G95F7<
K5G 7CB8I7H98 K=H< H<9 H9FAG “D5@A C=@”CF “C=@ D5@A”& “97CGMGH9A
G9FJ=79G”CF “DFCJ=G=CB=B; G9FJ=79G”CF “F9;I@5H=B; G9FJ=79G”CF “<56=H5H”
CF “GIDDCFH=B; G9FJ=79G”CF “7I@HIF5@ G9FJ=79G” ,<9 CIH7CA9G C: H<9 HKC
G95F7<9G K9F9 7CA6=B98 5B8 8ID@=75H9G F9ACJ98 /9 89@=69F5H=J9@M 9L
7@I898 ‘6=C8=J9FG=HM’:FCA H<9G9 H9FAG
,<9G9 G95F7< H9FAG F9GI@H98 =B 5 HCH5@ C: D5D9FG K<=7< K9F9
B5FFCK98 8CKB HC D5D9FG 5:H9F G7FIH=B=G=B; H<9 H=H@9G 5B8 56GHF57HG
=; /9 F958 H<FCI;< H<9 56GHF57HG =B 89H5=@ 5B8 G9@97H98 CB@M
H<CG9 D5D9FG H<5H F9DCFH98 8=F97H 5B8CF =B8=F97H =AD57HG CB <IA5B
K9@@69=B; C: D5@A C=@ HF589 =B W9@8 75G9 GHI8=9G D5D9FG H<5H A9H
H<9G9 7F=H9F=5 K9F9 G9@97H98 5B8 F958 =B :I@@ 'IH C: H<9 CB@M
D5D9FG K9F9 9@=;=6@9 HC 69 =B7@I898 =B H<9 GHI8M +I6G9EI9BH@M GBCK
65@@=B; K5G IG98 HC WB8 ACF9 GHI8=9G :FCA H<9 F9:9F9B79G C: D5D9FG
F958 5B8 ACF9 F9@9J5BH 75G9 GHI8=9G K9F9 :CIB8 H<5H A9H H<9 G9@97
Fig. 1. @CK7<5FH C: D99FF9J=9K DFC798IF9
H=CB 7F=H9F=5 C: CIF GHI8M A5?=B; 5 HCH5@ C: 75G9 GHI8=9G =B7@I898 =B
H<=G F9J=9K
2.2. Grey literature
,C IB89FGH5B8 H<9 9LH9BH HC K<=7< H<9 F9GI@HG F9DCFH98 =B H<9 D99FF9
J=9K98 @=H9F5HIF9 5F9 7CBG=GH9BH K=H< H<CG9 F9DCFH98 =B H<9 ;F9M @=H9F5
HIF9 K9 @CC? :CF 8=F97H 5B8 =B8=F97H =AD57HG 5G F9DCFH98 =B H<9 BJ=FCB
A9BH5@ "IGH=79 H@5G " ,<9 " K96G=H9 K5G G95F7<98 :CF 75G9G H<5H
<5J9 F9DCFH98 =AD57H C: D5@A C=@ HF589 CB <IA5B K9@@69=B; ,<9 "
=G 5 ;@C65@ 85H565G9 7CBH5=B=B; ACF9 H<5B F9DCFH98 75G9G C: 9BJ=
FCBA9BH5@ 7CBX=7HG 5F=G=B; 8I9 HC H<9 9LD@C=H5H=CB C: B5HIF5@ F9GCIF79G
;9B9F5H=CB C: K5GH9 5B8 H<9 89;F585H=CB 5B8 7CAAC8=W75H=CB CF DF=J5
H=N5H=CB C: 9BJ=FCBA9BH5@ ;CC8G ,<9 " =G 5 7C@@56CF5H=J9 9::CFH K<9F9
5BMCB9 75B 7CBHF=6IH9 HC H<9 85H565G9 5B8 A5M J5FM =B EI5@=HM 6IH 9B
HF=9G 5F9 7<97?98 6M H<9 98=HCF=5@ H95A !H =G 5B CB@=B9 D@5H:CFA H<5H 5@
@CKG G95F7<=B; 5B8 W@H9F=B; 57FCGG G9J9F5@ W9@8G 5G K9@@ 5G 6FCKG=B; 6M
7CAAC8=HM 7CAD5BM 5B8 HMD9 C: 7CBX=7H ,KC G95F7<9G C: H<9 85H565G9
K9F9 75FF=98 CIH IG=B; H<9 H9FAG “D5@A C=@”5B8 “C=@ D5@A”F9GD97H=J9@M
75G9G K9F9 C6H5=B98 :CF H<9 WFGH G95F7< 5B8 75G9G =B H<9 G97CB8
G95F7< :H9F 9L7@I8=B; 8ID@=75H9G K9 F9H5=B98 F9DCFH98 75G9G ,<9
" CB@M F9DCFHG B9;5H=J9 =AD57HG ,<9 85H565G9 K5G CB@M IG98 :CF 7CA
D5F=GCB DIFDCG9G HC WB8 CIH H<9 9LH9BH HC K<=7< B9;5H=J9 =AD57HG 75D
HIF98 =B D99FF9J=9K98 @=H9F5HIF9 5F9 F9DCFH98 CF 56G9BH =B H<=G 85H565G9
5G K9@@ 5G HC IB89FGH5B8 H<9 F9GDCBG9 C: =AD57HG F9DCFH98 =B D99FF9
J=9K98 @=H9F5HIF9
2.3. Data extraction
!B:CFA5H=CB K5G 9LHF57H98 :FCA H<9 75G9 GHI8=9G G9@97H98 :FCA
D99FF9J=9K98 @=H9F5HIF9 5B8 :FCA " L5AD@9G C: =B:CFA5H=CB
;5H<9F98 =B7@I89 7CIBHFM C: 85H5 7C@@97H=CB HMD9 C: 9J=89B79 EI5@=H5
H=J9EI5BH=H5H=J9 HMD9 C: D5@A C=@ D@5BH5H=CB GA5@@<C@89F 5;FC=B8IG
HF=5@ HMD9 C: =AD57H 8=F97H =B8=F97H CF 8=F97H =AD57HG =B:CFA5H=CB
GI7< 5G =B7CA9 9AD@CMA9BH <CIG9 7CB8=H=CB =B:F5GHFI7HIF9 GI7< 5G
G7<CC@G CF FC58G CF <CGD=H5@G K9F9 9LHF57H98 =F97H =AD57HG K9F9 H<9F9
:CF9 89WB98 5G 5GD97HG C: @=J9@=<CC8G 8=F97H@M F9@5H98 HC K9@@69=B; =B8=
75HCFG GI7< 5G =B7CA9 98I75H=CB CF =B:F5GHFI7HIF9 CF H<9 =B8=F97H =A
D57HG H<FCI;< 97CGMGH9A G9FJ=79G H<9 75H9;CF=9G CIH@=B98 6M ,<9 7C
BCA=7G C: 7CGMGH9AG 5B8 =C8=J9FG=HM K9F9 IG98 +I?<89J 5B8 #I
A5F K<=7< =B7@I89 DFCJ=G=CB=B; G9FJ=79G 9; F5K A5H9F=5@G
K5H9F :CC8 5B8 A98=7=B9G F9;I@5H=B; G9FJ=79G 9; 5=F DIF=W75H=CB
75F6CB G9EI9GHF5H=CB 5B8 K5H9F F9;I@5H=CB <56=H5H 5B8 GIDDCFH=B; G9F
J=79G 9; <56=H5H :CF GD97=9G 5B8 7I@HIF5@ G9FJ=79G 9; 59GH<9H=7 J5@I9
CF GD=F=HI5@ J5@I9 !B8=F97H =AD57HG K9F9 H<9F9:CF9 89WB98 5G 5GD97HG
H<5H K9F9 F9@5H98 HC @CGG C: B5HIF9 H<5H KCI@8 69B9WH <IA5BG 5B8 7CB
HF=6IH9 HC H<9=F K9@@69=B; /9 CB@M F9DCFH98 H<9 :F9EI9B7M 5H K<=7< H<9
=AD57HG K9F9 F9DCFH98 =B H<9 75G9 GHI8=9G K=H<CIH 8=GH=B;I=G<=B; K<C
H<9 5::97H98 GH5?9<C@89FG K9F9 CF K<=7< D5FHG C: H<9 GIDD@M 7<5=B H<9
=AD57HG 5F9 5HHF=6IH98 HC
3. Results
3.1. Distribution of studies
%CGH C: H<9 75G9 GHI8=9G F9DCFH98 =B D99FF9J=9K98 @=H9F5HIF9 K9F9
7CB8I7H98 =B G=5 DF=A5F=@M =B !B8CB9G=5 5B8 %5@5MG=5
5G G<CKB =B =; +CA9 C: H<9 75G9 GHI8=9G K9F9 F9DCFH98
=B $5H=B A9F=75 K=H< C@CA6=5 5B8 CGH5 *=75 957< F9DCFH98 =B C:
H<9 GHI8=9G K<=@9 I5H9A5@5 &=75F5;I5 5B8 (9FI K9F9 957< F9DCFH98 =B
CB@M C: 5@@ GHI8=9G :F=75 H<9 CF=;=B C: C=@ D5@AG <58 C: H<9 75G9
GHI8=9G K=H< 5A9FCCB 56CB <5B5 5B8 &=;9F=5 957< F9DCFH98 =B CB@M
C: H<9 GHI8=9G ,<9F9 K5G 5B =B7F95G9 =B GHI8=9G :FCA HC
5B8 :FCA HC K=H< ACGH DI6@=G<98 =B =;
UNCORRECTED PROOF
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Fig. 2. =GHF=6IH=CB C: D99FF9J=9K98 75G9 GHI8=9G 57FCGG 7CIBHF=9G
Fig. 3. &IA69F C: D99FF9J=9K98 75G9 GHI8=9G F9DCFH=B; 8=F97H CF =B8=F97H =AD57H C: D5@A C=@ HF589 D9F M95F C: DI6@=75H=CB
3.2. Direct and indirect impacts of palm oil trade
,<9 G9@97H98 75G9 GHI8=9G F9DCFH98 B9;5H=J9 5B8 DCG=H=J9 =AD57HG :CF
6CH< 8=F97H GC7=C97CBCA=7 5B8 =B8=F97H H<FCI;< 97CGMGH9A G9FJ=79G
=AD57HG C: D5@A C=@ HF589 CB <IA5B K9@@69=B; ,56@9 =B H<9 D
D9B8=L 89H5=@G H<9 GCIF79 C: =B:CFA5H=CB 7CIBHFM K<9F9 =AD57H K5G
F97CF898 7CBH=B9BH 5B8 HMD9 C: 9J=89B79 :CF H<9 8=F97H 5B8 =B8=F97H =A
D57HG C: D5@A C=@ HF589 F9DCFH98 =B H<9 D99FF9J=9K98 @=H9F5HIF9
3.2.1. Direct impacts
,<9 D99FF9J=9K98 GHI8=9G ACF9 C:H9B F9DCFH98 B9;5H=J9
H<5B DCG=H=J9 8=F97H =AD57HG C: D5@A C=@ HF589 CB <IA5B K9@@69
=B; ,<9 H<F99 ACGH :F9EI9BH@M F9DCFH98 B9;5H=J9 =AD57HG =B7@I89 7CB
X=7HG <CIG=B; 7CB8=H=CB 5B8 @5B8 ;F566=B; ,<9G9
8=F97H B9;5H=J9 =AD57HG F9DCFH98 =B D99FF9J=9K98 @=H9F5HIF9 K9F9 7CA
D5F98 5;5=BGH H<CG9 F9DCFH98 =B ;F9M @=H9F5HIF9 " =; 5 ,<9
" 5@GC F9DCFH98 @5B8 ;F566=B; =AD57HG K=H< 5 <=;< :F9EI9B7M =B
C: 75G9G 6IH =AD57HG CB @=J9@=<CC8G =B ;9B9F5@ K9F9 F9DCFH98 =B
9J9B ACF9 75G9G =F97H B9;5H=J9 =AD57HG F9DCFH98 =B H<9 D99FF9
J=9K98 @=H9F5HIF9 IB89F H<9 “'H<9FG”75H9;CFM =B7@I89 5779GG HC 98I
75H=CB <5F5GGA9BH =B9EI5@=HM >C6 EI5@=HM G97IF=HM GC7=5@ 9EI=HM GC
7=5@ B9HKCF?G 5B8 GC@=85F=HM +CA9 C: H<9 B9;5H=J9 =AD57HG 9LHF57H98
:FCA H<9 D99FF9J=9K98 @=H9F5HIF9 H<5H K9F9 BCH F9DCFH98 =B " =B7@I89
<CIG=B; 7CB8=H=CB DFCJ=G=CB C: <CGD=H5@G 5B8 =B7F95G9 =B GI=7=89 F5H9
@@ =AD57HG =B7@I898 =B H<9 " 5F9 5@GC F9DCFH98 =B 5H @95GH CB9 D99F
UNCORRECTED PROOF
L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
Fig. 4. 5 =F97H B9;5H=J9 =AD57HG C: D5@A C=@ HF589 CB <IA5B K9@@69=B; :FCA D99FF9J=9K98 @=H9F5HIF9 JG " 5B8 6 8=F97H DCG=H=J9 =AD57HG :FCA D99FF9J=9K98 @=H9F5HIF9
F9J=9K98 75G9 GHI8M ,<=G H9@@G IG H<5H H<9 D99FF9J=9K98 @=H9F5HIF9 75D
HIF98 H<9 6F958H< C: DCH9BH=5@ B9;5H=J9 =AD57HG
!B H9FAG C: DCG=H=J9 =AD57HG =B7CA9 ;9B9F5H=CB 5B8 9AD@CM
A9BH K9F9 F9DCFH98 ACGH C:H9B =B H<9 D99FF9J=9K98 GHI8=9G =;
6 =F97H DCG=H=J9 =AD57HG F9DCFH98 =B H<9 D99FF9J=9K98 @=H9F5HIF9
IB89F H<9 “'H<9FG”75H9;CFM =B7@I89 7F98=H :57=@=H=9G =ADFCJ98 <CIG=B;
7CB8=H=CB @5B8G75D=B; A5F?9H =B:F5GHFI7HIF9 A=;F5H=CB F9@=;=CIG 79B
H9FG FIF5@ 89J9@CDA9BH 5B8 IF65B=N5H=CB +9J9F5@ C: H<9 G5A9 =B8=75
HCFG IG98 :CF 8=F97H 5B8 =B8=F97H =AD57HG K9F9 F9DCFH98 5G DCG=H=J9 5B8
B9;5H=J9 =AD57HG 89D9B8=B; CB H<9 7CBH9LH CF 9L5AD@9 =B7CA9 KCF?
=B; 7CB8=H=CB <CGD=H5@G K9F9 5@@ F9DCFH98 5G 6CH< B9;5H=J9 5B8 DCG=H=J9
=AD57HG
3.2.2. Indirect impacts
&9;5H=J9 =B8=F97H =AD57HG C: D5@A C=@ HF589 CB <IA5B K9@@69
=B; K9F9 F9DCFH98 ACF9 :F9EI9BH@M H<5B DCG=H=J9 =B8=F97H =AD57HG =B
H<9 GHI8=9G :FCA H<9 D99FF9J=9K98 @=H9F5HIF9 !B H<9 75G9 GHI8=9G :FCA
H<9 D99FF9J=9K98 @=H9F5HIF9 H<9 <=;<9GH B9;5H=J9 =AD57H K5G CB :CC8
DFCJ=G=CB :C@@CK98 6M 75F6CB G9EI9GHF5H=CB 5B8 GHCF5;9
5B8 7@=A5H9 F9;I@5H=CB =; CK9J9F H<=G K5G BCH B97
9GG5F=@M F9X97H98 =B H<9 " K<9F9 B9;5H=J9 =AD57HG CB 9FCG=CB DF9
J9BH=CB K5G H<9 <=;<9GH H<5H K5G F9DCFH98 =B 5@@ F97CF8G ,CD
B9;5H=J9 =B8=F97H =AD57HG :FCA " K9F9 9FCG=CB DF9J9BH=CB 75F6CB
G9EI9GHF5H=CB 5B8 <56=H5H DFCJ=G=CB 5F6CB G9EI9GHF5H=CB 5B8 GHCF5;9
K5G CB9 C: H<9 HCD ACGH C:H9B F9DCFH98 G9FJ=79G :CF B9;5H=J9
=AD57HG 6CH< :FCA D99F F9J=9K98 @=H9F5HIF9 5B8 " +CA9 C: H<9 =A
D57HG =89BH=W98 =B H<9 D99FF9J=9K98 @=H9F5HIF9 H<5H K9F9 BCH F9DCFH98
=B H<9 " 5G =B8=F97H B9;5H=J9 =AD57HG =B7@I89 DC@@=B5H=CB F97F95H=CB
5B8 HCIF=GA @@ =AD57HG =B7@I898 =B H<9 " 5F9 5@GC F9DCFH98 =B 5H @95GH
CB9 D99FF9J=9K98 GHI8M 'B@M C: D99FF9J=9K98 GHI8=9G F9DCFH98
DCG=H=J9 =AD57HG C: D5@A C=@ HF589 CB 97CGMGH9AG G9FJ=79G 5B8 =B7@I89G
59GH<9H=7 5DDF97=5H=CB 7@=A5H9 F9;I@5H=CB DFCJ=G=CB C: F5K
A5H9F=5@G 9FCG=CB DF9J9BH=CB 5B8 :CC8 DFCJ=G=CB !B
H9F9GH=B;@M 7@=A5H9 F9;I@5H=CB 5B8 9FCG=CB DF9J9BH=CB 6CH< 75A9 ID 5G
B9;5H=J9 5B8 DCG=H=J9 =AD57HG
3.2.3. Impacts of smallholder vs agro-industrial plantations
!B 8=GH=B;I=G<=B; 69HK99B GA5@@<C@89F 5B8 5;FC=B8IGHF=5@ C=@ D5@A
D@5BH5H=CBG 6CH< 8=F97H 5B8 =B8=F97H =AD57HG K9F9 7CBG=89F98 !B H<9
D99FF9J=9K98 @=H9F5HIF9 75G9 GHI8=9G F9DCFH98 =AD57HG 6M GA5@@
<C@89FG K<=@9 F9DCFH98 =AD57HG 6M 5;FC=B8IGHF=5@ C=@ D5@A D@5BH5
H=CBG ACB; H<9 8=F97H =AD57HG F9DCFH98 =B H<9 D99FF9J=9K98 @=H9F5
Fig. 5. !B8=F97H B9;5H=J9 =AD57HG C: D5@A C=@ HF589 CB <IA5B K9@@69=B; :FCA D99FF9J=9K98 @=H9F5HIF9 7CAD5F98 HC H<CG9 :FCA "
UNCORRECTED PROOF
L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
HIF9 H<9F9 5F9 6CH< B9;5H=J9 5B8 DCG=H=J9 =AD57HG ;FC=B8IGHF=5@ C=@
D@5BH5H=CBG K9F9 <=;<@=;<H98 :CF B9;5H=J9 =AD57HG GI7< 5G 7CBX=7HG
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4. Discussion
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Fig. 6. !AD57HG C: GA5@@<C@89F .G 5;FC=B8IGHF=5@ C=@ D5@A D@5BH5H=CBG CB <IA5B K9@@69=B; :FCA D99FF9J=9K98 @=H9F5HIF9 5 8=F97H B9;5H=J9 6 8=F97H DCG=H=J9
Fig. 7. !B8=F97H B9;5H=J9 =AD57HG C: GA5@@<C@89F .G 5;FC=B8IGHF=5@ C=@ D5@A D@5BH5H=CBG CB <IA5B K9@@69=B; :FCA D99FF9J=9K98 @=H9F5HIF9
UNCORRECTED PROOF
L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
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UNCORRECTED PROOF
L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
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HF=5@ C=@ D5@A D@5BH5H=CBG !B8998 9LD5BG=CB 5ACB; GA5@@<C@89F C=@ D5@A
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=9G DC=BH CIH H<5H IDH5?9 C: “;CC8”5;F=7I@HIF5@ DF57H=79G 5ACB; GA5@@
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8IGHF=9G =G@=7< 9H 5@
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HF589 G<CI@8 69 9B7CIF5;98 +9J9F5@ C: H<9 GHI8=9G =B H<9 D99FF9J=9K98
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75HCF CF 9L5AD@9 6CH< B9;5H=J9 5B8 DCG=H=J9 =AD57HG CB =B7CA9 ;9B
9F5H=CB <5J9 699B F9DCFH98 =B D99FF9J=9K98 @=H9F5HIF9 +=A=@5F@M 75F
6CB G9EI9GHF5H=CB 5B8 GHCF5;9 K5G @=GH98 5G 6CH< B9;5H=J9 5B8 DCG=H=J9
=AD57H CK9J9F H<9 DCG=H=J9 =AD57HG B998 HC 69 K9=;<98 5;5=BGH H<9
B9;5H=J9 =AD57HG CF 9L5AD@9 H<9 7CBJ9FG=CB C: :CF9GH CB A=B9F5@ GC=@
HC C=@ D5@A D@5BH5H=CB <5G 699B 9GH=A5H98 HC F9GI@H =B A95B 75F6CB @CGG9G
C: 56CIH %; '<5−CJ9F M95FG K<=@9 7CBJ9FG=CBG CB D95H
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;FCK9FG HC 9GH56@=G< C=@ D5@A D@5BH5H=CBG CB 5@F958M7@95F98 @5B8G =B
GH958 C: 6=C8=J9FG9 <=;< 75F6CB DF=A5FM F5=B:CF9GHG 5B8 =BJ9GH =B 69HH9F
9BJ=FCBA9BH5@ DF57H=79G @=BG?=G 5B8 IH=PFF9N.P@9N B
CH<9F 9L5AD@9 C: B9;5H=J9 5B8 DCG=H=J9 =AD57H K5G =B GC=@ 9FCG=CB K<9F9
5@@ GHI8=9G =B H<9 " F9DCFH98 B9;5H=J9 =AD57HG C: C=@ D5@A 7I@H=J5H=CB
CB GC=@ 9FCG=CB +9J9F5@ GHI8=9G <5J9 :CIB8 H<5H GC=@ @CGG :FCA C=@ D5@A
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@=7< 9H 5@ CK9J9F K<=@9 7@95F=B; C: @5B8 :CF D5@A C=@ D@5BH5
H=CBG =AD57HG B9;5H=J9@M CB GC=@ 9FCG=CB F979BH GHI8=9G <5J9 G<CKB H<5H
H<9 IG9 C: 7FCD F9G=8I9 9ADHM :FI=H 6IB7<9G 5DD@=75H=CB <5G 5 <=;< DC
H9BH=5@ HC 9B<5B79 GC=@ 6=CH5 5B8 :IB7H=CBG 5B8 GC=@ :9FH=@=HM =B C=@ D5@A
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H=J9 =AD57HG F9DCFH98 <9F9 AIGH 69 =BH9FDF9H98 K=H< 75F9 5G H<9M 89D9B8
CB H<9 7CBH9LH 5B8 H<9 HMD9 C: C=@ D5@A D@5BH5H=CB 5G K9@@ 5G H<9 D5FH=7I
@5F K9@@69=B; =B8=75HCF 7CBG=89F98 %5BM C: H<9 B9;5H=J9 =AD57HG 75B 69
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GH5B85F8G
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B9GG C: H<9 D5@A C=@ =B8IGHFM <5J9 HC 69 J=;CFCIG@M DIFGI98 =B CF
89F HC A=H=;5H9 H<9 B9;5H=J9 =AD57HG CB <IA5BG 5B8 H<9 9BJ=FCBA9BH
+CA9 C: H<9 A95GIF9G GI;;9GH98 HC F98I79 =AD57HG CB H<9 9BJ=FCBA9BH
=B7@I89 =ADFCJ=B; DFC8I7H=J=HM H<FCI;< 69GH A5B5;9A9BH DF57H=79G 5B8
IG=B; <=;< EI5@=HM G998G (IF65 AI@7<=B; 9ADHM :FI=H 6IB7<9G
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A9H<5B9 9A=GG=CBG *5A=F9NCBHF9F5G 9H 5@ 5B8 D5@A C=@
DFC79GG=B; K5GH9G :CF 9B9F;M ;9B9F5H=CB =G 9B7CIF5;98 25<F599 9H 5@
+9J9F5@ 79FH=W75H=CB =B=H=5H=J9G 9L=GH 5H H<9 ;@C65@ 5B8 B5H=CB5@
@9J9@ 5B8 =B7@I89 H<9 *CIB8H56@9 CB +IGH5=B56@9 (5@A '=@ *+(' K<=7<
DFCJ=89G =B79BH=J9G :CF F98I7=B; 9BJ=FCBA9BH5@ =AD57HG C: D5@A C=@ DFC
8I7H=CB 5B8 H<9 !B8CB9G=5B +IGH5=B56@9 (5@A '=@ !+(' H<9 %5@5MG=5B
+IGH5=B56@9 (5@A '=@ 9FH=W75H=CB %+(' 5B8 H<9 IFCD95B +IGH5=B56@9
(5@A '=@ +(' =B=H=5H=J9G ,<9F9 =G GCA9 DFC;F9GG =B F98I7=B; B9;5
H=J9 =AD57HG CB H<9 9BJ=FCBA9BH 6M H<9G9 =B=H=5H=J9G K=H< BCH56@9 F9
GI@HG CF 9L5AD@9 *+(' 79FH=W98 DFC8I79FG =B C@CA6=5 K9F9 :CIB8 HC
75IG9 @CK9F 9BJ=FCBA9BH5@ =AD57HG H<5B H<9=F BCB79FH=W98 7CIBH9FD5FHG
8I9 HC 69HH9F A5B5;9A9BH DF57H=79G +5GK5HH97<5 9H 5@ I
FIAC 9H 5@ 5F;I9 <CK9J9F H<5H 89GD=H9 H<9 DFC;F9GG 57<=9J98
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89A K=H< 79FH=W75H=CB HC 75DHIF9 ACF9 J5@I9 =B GIGH5=B56@9 D5@A C=@ GID
D@M 7<5=BG CH< *+(' DF=B7=D@9 5B8 !+(' DF=B7=D@9G 5B8 :CF
9L5AD@9 <5J9 DF=B7=D@9G 5=A98 5H F98I7=B; B9;5H=J9 GC7=5@ =AD57HG 6IH
H<9M K9F9 ACF9 :F9EI9BH@M F9DCFH98 =B7@I8=B; =B F979BH GHI8=9G 9; 5H
@95GH C: 5@@ =AD57HG F9DCFH98 =B DI6@=75H=CBG :FCA ,<9G9 WB8
=B;G GI;;9GH H<5H H<9 79FH=W75H=CB DF=B7=D@9G 5=A98 5H GC7=5@ =AD57HG A5M
BCH 69 9BCI;< !B :57H CB@M CB9 C: DF=B7=D@9G =B H<9 *+(' =B=H=5H=J9 =G
5=A98 5H GC7=5@ 5GD97HG +I<5FHC 9H 5@ ,<=G =G 7CADCIB898 6M
H<9 :57H H<5H A5BM D5@A C=@ DFC8I79FG 5F9 BCH 79FH=W98 5B8 H<CG9 H<5H
5F9 79FH=W98 8C BCH B979GG5F=@M 7CAD@M K=H< H<9G9 DF=B7=D@9G +HF5H9;=9G
B998 HC 69 DIH =B D@579 HC =B7F95G9 H<9 J=G=6=@=HM 5B8 =AD@9A9BH5H=CB C:
GC7=5@ =AD57HG =B 79FH=W75H=CB G7<9A9G 5B8 HC 9B;5;9 57HCFG =B H<9 D5@A
C=@ DFC8I7H=CB J5@I9 7<5=B HC F98I79 H<9=F GC7=5@ =AD57HG 5G 89G7F=698 =B
H<=G GHI8M
!895@@M CB9 KCI@8 G99 5B =B7F95G9 =B DCG=H=J9 =AD57HG F9@5H=J9 HC B9;
5H=J9 =AD57HG CJ9F H=A9 5G GIGH5=B56=@=HM =B=H=5H=J9G H5?9 9::97H CK9J9F
CIF 85H5 :FCA D99FF9J=9K98 @=H9F5HIF9 8C9G BCH G<CK GI7< 8=G79FB=6@9
HF9B8 +ID9FW7=5@@M H<9F9 G99AG HC 69 5 G@=;<H 897@=B9 =B H<9 BIA69F C:
F9DCFH98 D5@AC=@ 75G9G =B H<9 " ;F9M @=H9F5HIF9 CJ9F H=A9 6IH =H =G
BCH ?BCKB K<9H<9F H<=G F9@5H9G HC 5B CJ9F5@@ 897@=B9 =B 75G9G F9DCFH98 HC
" D5@A C=@ CF CH<9FK=G9 @9GG 5HH9BH=CB HC D5@A C=@ =FF9GD97H=J9 C: H<9
8=F97H=CB C: =AD57H CF =B8998 F9X97HG 5 897@=B9 =B B9;5H=J9 =AD57HG C:
D5@A C=@ HF589 !B CF89F HC 89H97H 7<5B;9G =B H<9 8=F97H=CB C: =AD57HG B9H
=AD57HG C: D5@A C=@ CJ9F H=A9 @CB;=HI8=B5@ GHI8=9G =895@@M CB GD97=W7
=B=H=5H=J9G =B CF89F HC =B:CFA DC@=7M A5?9FG CB K<=7< DC@=7M =BGHFIA9BHG
7CBHF=6IH9 HC 57<=9J=B; H<9 +G 9; +5BH=?5 9H 5@ KCI@8 69
B979GG5FM &9J9FH<9@9GG H<9F9 =G 5 B998 HC 9B:CF79 9L=GH=B; DC@=7=9G =B
7@I8=B; =B7F95G=B; 9AD<5G=G CB 577CIBH56=@=HM C: DF=J5H9 G97HCF 57HCFG
5B8 H<9=F 7CFDCF5H9 GIGH5=B56@9 DFC8I7H=CB 5B8 GCIF7=B; DC@=7=9G ,<=G
=B7@I89G H<9 =ADCFH5B79 C: =B7F95G=B; 9::CFHG HCK5F8G H<9 89J9@CDA9BH
C: 5B 9B56@=B; 9BJ=FCBA9BH 5G K9@@ 5G 9B:CF79A9BH C: GIGH5=B56@9 89J9@
CDA9BH =B=H=5H=J9G :CF GA5@@<C@89FG H<FCI;< =B7F95G98 ACB=HCF=B;
5. Conclusion
9GD=H9 CB;C=B; 9::CFHG HC @=A=H CF 9@=A=B5H9 B9;5H=J9 =AD57HG C:
D5@A C=@ HF589 K=89GDF958 B9;5H=J9 =AD57HG CB <IA5BG 6CH< 8=F97H@M
GI7< 5G @5B8 ;F566=B; 7CBX=7HG @CK =B7CA9 5B8 DCCF <CIG=B; 7CB8=
H=CBG CF @57? C: <CIG=B; 5B8 =B8=F97H H<FCI;< 97CGMGH9A G9FJ=79G K9F9
:CIB8 %CGH GHI8=9G K9F9 =B !B8CB9G=5 5B8 %5@5MG=5 K=H< J9FM :9K :FCA
CH<9F D5FHG C: H<9 KCF@8 K<9F9 D5@A C=@ =G 7I@H=J5H98 %CF9 GHI8=9G B998
HC 69 75FF=98 CIH =B H<9G9 D@579G =B7@I8=B; =B :F=75 HC IB89FGH5B8 H<9
=AD57HG =B CH<9F D5FHG C: H<9 KCF@8 7CAD5F98 HC G=5B 7CIBHF=9G GI7<
5G !B8CB9G=5 5B8 %5@5MG=5 (5@A C=@ HF589 5@GC =AD57HG <IA5BG =B8=
UNCORRECTED PROOF
L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
F97H@M H<FCI;< J5F=CIG 97CGMGH9A G9FJ=79G @H<CI;< @5F;9 G75@9 5;FC=B
8IGHF=9G <5J9 :CF @CB; 699B =B7F=A=B5H98 :CF B9;5H=J9 =AD57HG C: D5@A C=@
HF589 GA5@@<C@89FG 5@GC <58 B9;5H=J9 =AD57HG H<5H AIGH 69 588F9GG98
&9J9FH<9@9GG H<9 9GH56@=G<A9BH C: C=@ D5@A D@5BH5H=CBG <5J9 G9J9F5@ DCG
=H=J9 =AD57HG 9GD97=5@@M CB DCCF D9CD@9 =B7@I8=B; =B7CA9 ;9B9F5H=CB 5B8
>C6 7F95H=CB 5B8 <5G H<9 DCH9BH=5@ HC 7CBHF=6IH9 HC G9J9F5@ GIGH5=B56@9
89J9@CDA9BH ;C5@G +9J9F5@ =B=H=5H=J9G 9; *+(' !+(' 5B8 +(' 5F9
=B D@579 HC @=A=H H<9 B9;5H=J9 =AD57HG C: D5@A C=@ HF589 H<FCI;< 79FH=W
75H=CB GH5B85F8G /<=@9 AI7< <5G 699B 57<=9J98 :CF H<9 9BJ=FCBA9BH
ACF9 B998G HC 69 8CB9 HC =B7@I89 GC7=5@ =AD57HG =B 79FH=W75H=CB GH5B
85F8G 5B8 HC =AD@9A9BH H<9A 'IF F9GI@HG G<CK CB;C=B; B9;5H=J9 GC7=5@
=AD57HG H<5H AIGH 69 588F9GG98 6IH ACF9 =B:CFA5H=CB =G B99898 HC 7CA
D@9H9@M IB89FGH5B8 H<9 G9J9F=HM C: H<9G9 =AD57HG
,<=G GHI8M :C7IG98 CB D99FF9J=9K98 @=H9F5HIF9 5B8 75G9G F97CF898 =B
H<9 " /<=@9 5@@ B9;5H=J9 =AD57HG F97CF898 =B H<9 " K9F9 5@GC 75D
HIF98 =B H<9 D99FF9J=9K98 @=H9F5HIF9 A5?=B; CIF GHI8M FC6IGH =B H<5H
G9BG9 H<9M G<CI@8 69 =BH9FDF9H98 K=H< 75F9 :CF H<9 :C@@CK=B; F95GCBG
=FGH@M H<9G9 F9GI@HG 5F9 >IGH 5B CJ9FJ=9K :FCA 5 F9DF9G9BH5H=J9 G5AD@9
G=B79 BCH 5@@ GHI8=9G CB GC7=5@ =AD57HG =B H<9 G7=9BH=W7 @=H9F5HIF9 K9F9 =B
7@I898 +97CB8@M AI7< C: H<9 F9G95F7< =B D5@A C=@ G97HCF =G 7CB8I7H98
6M &'G GI7< 5G // 5B8 !'* ,<9G9 &'G 8C BCH B979GG5F=@M DI6
@=G< H<9=F KCF? =B H<9 G7=9BH=W7 @=H9F5HIF9 6IH =B ;F9M @=H9F5HIF9 ,<9 "
K<=7< F9DF9G9BHG CIF ;F9M @=H9F5HIF9 8C9G BCH 7CBH5=B F9DCFHG CB DCG=H=J9
=AD57HG A5?=B; =H <5F8 HC K9=;< 6CH< G=89G C: H<9 GHCFM :FCA ;F9M @=H
9F5HIF9 $5GH@M H<9 A5>CF=HM C: H<9 GHI8=9G K9F9 :FCA G=5 K=H< <=;<9F
D9F79BH5;9G =B !B8CB9G=5 5B8 %5@5MG=5 K<=7< A95BG H<5H CIF F9GI@HG
A5M BCH B979GG5F=@M F9X97H H<9 G=HI5H=CB =B ACGH CH<9F 7CIBHF=9G CK
9J9F H<9 7CBH=BI98 <=;< :F9EI9B7M C: F9DCFH98 B9;5H=J9 =AD57HG =B H<9G9
7CIBHF=9G =B F979BH M95FG =G KCFF=GCA9 ,<9 A5;B=HI89 C: H<9G9 =AD57HG
B998G :IFH<9F =BJ9GH=;5H=CB
Declaration of competing interest
,<9 5IH<CFG 897@5F9 H<5H H<9M <5J9 BC ?BCKB 7CAD9H=B; WB5B7=5@ =B
H9F9GHG CF D9FGCB5@ F9@5H=CBG<=DG H<5H 7CI@8 <5J9 5DD95F98 HC =BXI9B79
H<9 KCF? F9DCFH98 =B H<=G D5D9F
Acknowledgement
/9 57?BCK@98;9 :IB8=B; :FCA H<9 -# *9G95F7< 5B8 !BBCJ5H=CBG
@C65@ <5@@9B;9G *9G95F7< IB8 -#*! * H<FCI;< H<9 ,F589 9
J9@CDA9BH 5B8 H<9 BJ=FCBA9BH I6 DFC>97H DFC>97H BIA69F
++
Appendix A. Supplementary data
+IDD@9A9BH5FM 85H5 HC H<=G 5FH=7@9 75B 69 :CIB8 CB@=B9 5H <HHDG8C=
CF;>>7@9DFC
Uncited references
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References
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C=@ D5@A 7CAAIB=HM D@5BH5H=CB :5FA9FG =B H<9 *=5I 5F95 58>5< %585 !BH " IG
–
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L.M. Ayompe et al. / Journal of Cleaner Production xxx (xxxx) 123914
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