<document>
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<par>
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Centro Unv*rsitário Santo Agostinho
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<line>
www*.fsanet.com.*r/revista
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Rev. FSA, Tere*i*a, *. *7, n. 12, art. 1, p. 4-30, dez. *0*0
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I*SN Impresso: 180*-6356 ISSN *letrô*ico: 2317-2983
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http://dx.doi.org/10.12819/2020.1*.12.1.1
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<line>
Vi*ão Geral da Pesquisa sobre Armaz*n*gem de Grã*s (M*lho e S**a)
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An Overview o* *esearch on G*ain Storage (*aize *n* Soybean)
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</par><par>
<line>
E*isangela Dom**gues *az
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<line>
Master'* Deg*ee in t*e *raduat* Program in Agribusi*es* by the Federal U***ersity of *rande Dourados
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*aulista S*ate Univers*ty (UNESP - TUPÃ)
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E-ma*l: e*isangela.vaz@un*sp.br
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Marc*lo *orrêa da **lva
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Pos*-Do* (CAPES PNPD) r*s**rch fell*w in Agribusines*
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M*rcelo-cor*eadasilva@h*tmail.com
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<line>
João Aug*sto *ossi Borges
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<line>
F*der*l U*iver*ity of Gra*de *o*rados (UFG*)
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<line>
E-ma*l: joaoborges@u*gd.edu.br
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Régio Marcio Toesca Gi*enes
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Post-Docto* i* C*r*or*te Fi*anc* *y the University *f *ão Pa*lo (FEA / USP)
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F*deral Un**e*sity of Grande Dourados (*FGD)
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E-m*i*: regiogim**e*@ufg*.edu.br
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</par>
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364, D*ura*o* - MS, 7*804-970. Brasi*.
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Artigo recebido em
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04/*7/2020. Últ*ma v*r*ão
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End*reço: João Augusto Ro*si Borges
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r*ce**da em 20/*7/2020. *prova*o *m 21/0*/2020.
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Agribusines* Pos* Graduation Pro*ram, NUPACE,
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</par>
</page><page>
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E. D. *a*, *. C. *i**a, J. A. R. Borges, R. *. T. Gimenes
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4
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ABSTRA*T
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R*sear*h relate* to grain s*orage s*ans to a wide range of aspects. It is a rel**ant topic for
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ma*y sectors of the value cha*n. *tudies h*ve been de*e*o*ed to reduce grain losses in te*ms
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of foo* s*curity and food safe*y. This c*m*rises the need for innova*ion *n terms of
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</par><par>
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t*ch*ology and l*gistics. Su*prisin*l*, ma**r
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pl*y*r* *n grain *rod*c**on
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a*d ex*o*tati*n,
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</par><par>
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suc* as Brazil, s*i** strugg*e to gu*rantee **e *roper stat*c storage capacity recom*ended by
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The United Nations (FAO). Bec*use grain storage is crucia* in the global food supply chain,
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</par><par>
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we *imed t* deliver descriptive *tatistic*, ide*tifyi*g *rend* in literature
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that may **liv*r
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</par><par>
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valuable *iagnosis
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and *urture innovative
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research on the fie**. Our approach was b*sed
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on
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</par><par>
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performing qu*ntita*ive and qualitati*e
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appreciation of the scienti*ic prod*cti*n
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on grain
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storage betw*en 2008 *nd 2017. A st*p by step pr*toco* was m*de ava*lable
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to allow
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</par><par>
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traceab*lity of all criteri* ad*pted during t*e workflow. The
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metho*ological pr*cedures
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</par><par>
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enabl*d clustering o* scientific produc**on according *o the similar*ty of content and
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disc*i*inati*n *f scientific product*on accord*ng to several
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crit*ria (*.e., **er reviewed
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</par><par>
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jou*nals, u*iversiti*s, count*ies). Also, an
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explicit de*on*t*ati*n of netwo*king among
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</par><par>
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acade*ic* enab*ed the ident*fi*atio*
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of pathw*ys
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*nd alternative **rategie* *owards
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</par><par>
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innova*i*n in
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the fie*d. Ov*ra**, bibliometric an* c*ntent analysis of the pub*ished
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</par><par>
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manus*ripts reveal*d
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trends, *aps and leg*bl* per*pecti*es for
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academ*cs int*rested in the
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field *f gra*n s*ora*e.
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</par><par>
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Keywords: F*od Safe*y. Pos* H*rvest. Post-H*r*es* L*sses. *rain Qual*ty. Agribu*iness.
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R*SUMO
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A pes*uisa relacionada ao ar*azenament* de grãos *brange uma ampla gama d* *spectos. É
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um *ópico re*evante para muitos setores da cadei* de valor. Es*udos f**am *esenvolvidos *ara
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red***r as pe*das de gr*os em termos de seg*ranç* a*imenta* e *li*ent*s seg*r*s. Isso inclui a
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</par><par>
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necessidade de in*vação em termo*
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*e tecnologia
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e lo*ística. Surp*een*entem**t*, os
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</par><par>
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princip*is atores *a produção e exp*rt*ção de grãos, como o Brasil, a*nda *utam pa*a garantir
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a *apacidade ** armaze*amento e*tátic* adequada recomendada pela Org*nizaç** das
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</par><par>
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Nações U*idas
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(F*O). ***o * a*maze*a*ento
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d* grãos é
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cruc*al n* ca**ia global
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d*
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suprimento
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de alimentos, nosso *bj*ti*o
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foi fornecer estatísticas *escritivas, *dentificando
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</par><par>
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tendên*i*s n*
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lit*ratura
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que *os*am f*r**cer diagnósti*o* valiosos e fomentar *esquisas
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</par><par>
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inovadora* no *a*po. Noss* abo*dagem foi **se*d* na avaliaç*o *uantitativa e qua*ita**** *a
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produ*ão científica sobre ar*azenamento de grãos entre 2008 e 2017. U* *rotocolo p**s* a
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passo *oi dispo*ib*liz*d* *ara pe*m*tir a ra**reabilida*e de todos os critério* adotados d**an*e
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</par><par>
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* flu*o de trabalho. Os pr*cediment*s met*dológicos
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p**mitiram agr*par
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a
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produç*o
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</par><par>
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científi*a de *co*d* co* a similaridade ** c*nteúdo e a disc*i**nação d* prod*ção *ientíf*ca
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</par><par>
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de **o*do com
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vári**
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crité**os (ou seja, revistas
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r*visada* po* pares, uni*ersidades,
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país*s).
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</par><par>
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Além diss*, uma demonst*a*ão *xpl*cita de r*de en*re acadêmico* *e**itiu a i*entificação de
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</par><par>
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ca*inhos * est*atégias al*ernat*v*s p**a a in*vação no campo. No
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gera*, a an*lise
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</par><par>
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bibliomé*r*ca
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e *e con**údo dos man*scrit**
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publ**ados
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rev*l*u t*n*ências, lacunas
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<line>
e
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</par><par>
<line>
per*pectivas legíve** p*ra ac*dê*ico* in*eressados n* ca*po *e arma*ena***to de grã*s.
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</par><par>
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Palavras-*hav*: Segurança Alimentar. Pós-Colheita. Perdas Pós-C*lhei*a. Qualidade
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<line>
de
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</par><par>
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Grãos. Agroneg*cio.
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</par><par>
</page><line>
Rev. FSA, Teresina, v. *7, n. 12, art. 1, p. 4-30, dez. 202*
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<line>
www4.fsa*et.com.br/revista
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</par><page>
<par>
<line>
V*sã* *eral da *e*quisa *obre Ar*azenage* de *r*o* (Milh* e Soja)
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5
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</par><par>
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1 *NTR*D*ÇÃO
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I* modern agribusi*ess, demands fo* new t**hnol**i*s ar* *ontinu*u*. Some
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in*ovations are des*gn*d
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to *ac*le fa*to*s that hinder food production an* foo* *u*lity. In
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</par><par>
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terms of *r*ductivit*, *ncreasing the co*trol of loss*s in the supply c**in and i*pr*v*ng
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</par><par>
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sa*ety mar*in* h*s becom* crucial (CRUVINEL *t al., 201*). *his is
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t** case *f grain
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</par><par>
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sto*a*e. For som* time, the gr*in sector *as *een consi*ered as a *arti*u*a* ecosyst*m
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because o* the m*gnitude and importance to hum*n survival (O*UM, *989; *UNK*L,
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</par><par>
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1992). Thi* resem*les w*at
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has
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been defined as the
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techno-sp*e*e
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or the agro-i*dustrial
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</par><par>
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landsc*pes (NA**H, 200*).
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</par><par>
<line>
Research relat*d to *rain s**rage covers a wide *ang* of aspe**s. There are t*icky
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aspec*s to manage bec*u*e grain stor*ge o*c**s at diff*rent stages and di*tribution *akes *la*e
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in *any ways. (PARM*R; JA**, 201*; WILLIAMS et al., 2*17).
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Stud*es ha*e been *e**loped to reduce grain losses prior or post-h*rvest (JAY*S,
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</par><par>
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2012; ML*MBO e* al., 2017). Co*p*ris*ns and
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eva*uation *f g*ain s**rag* techniques,
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</par><par>
<line>
*nclu*in* *olar e*e*gy (WANG et *l., 2*12), non-chemical alternatives to control grai* *e*ts
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(ADEBO; O*A*ELE, 2*14) and smart interf*ces that can i*prov* c*ntr** a*d management
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du**ng *torage (ZH**G *t a*., 2*14) are ci*ed i* l*ter*ture. *ome real-*ime on-*ine
</line>
</par><par>
<line>
monitoring syste*s have
</line>
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been dis*ussed to *ecrease unce*tainty of *arket av*ilabil**y, food
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</par><par>
<line>
security *nd f*od safety (Z*ANG et
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<line>
al., 2014). Res*arch
</line>
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on grai* stora** has also been
</line>
</par><par>
<line>
contextualized on alleviation of food wa**e and *he p*omo*ion of sustainability (GAO et *l.,
</line>
<line>
2016; *OWELL et al., 2017; MENDOZA et al., 2017). In *erm* of *ain*ain*ng grain *uality,
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the moist**e con***t, the in*ect infestat**n a*d toxin cont*mination ar* some of the most
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</par><par>
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*sual reasons fo* improving *rain *torage (DANSO
</line>
<line>
e* al., 2017; LI*HAY* et al., 2016;
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</par><par>
<line>
KR*KA et al. 201*).
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</par><par>
<line>
No doubt, grain c*mmoditi*s
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ar* prominent in the eco*omy of m*ny **un*ries.
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</par><par>
<line>
Cu*re*tly, Brazil an* USA *re the leading coun**ies on
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exportation o* ma*ze and soya
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</par><par>
</page><line>
(USDA, 2017). Tog*ther w*th China, *he*e countries pr*du*e the greatest amount of maize.
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Su*prisi*gly, *r*zil h** a defi*i* on *he static st**age capacity of about *0 m*llion tons based
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on th* r*commendation of the F**d *n* Agricult**e Orga*ization (FAO) of *he *nited
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Na*ions that a *ount*y's static storage capacity should be equal to 1.2 times i*s a*nual *utput.
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*n * local an* gl*bal perspective, d*mands t* *eet the standard* f*r good *torage and
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ad*ress the st*tic st*rage sit*ation have become *rit*c*l. I* fact, this ma* h*nder the
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<line>
*ev. FSA, Teresina PI, v. 17, *. 12, art. 1, p. 4-30, dez. 2020 www*.fs*net.*om.*r/revista
</line>
</par><page>
<par>
<line>
E. *. Vaz, M. C. Sil*a, J. A. R. *orges, R. M. T. Gimenes
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6
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</par><par>
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ag*icu*tural potential of *ra*n exporta*io* in many
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<line>
countries (HARA,
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<line>
200*; EMBRA*A,
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</par><par>
<line>
2017). In several developing count*ies, silo facil*t*es *re frequently in*pp*opriate (d*e t* poor
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<line>
hygiene, i*adeq**t* *rain drying, improper trans*ort, and other is*ues related to grain
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logistics) (*MB*APA, 2017).
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</par><par>
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*ecause grain storage is such an i*portan* iss*e in the
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**oba* food sup*l* chain,
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</par><par>
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s*ve*al s*udies have *ontrib*t*d t* the *opic with variou* possibilities *f application. Some
</line>
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straig*t *p re*iew on l*ter*ture *ontent o* grain st*r*ge related topics have been deve*op*d,
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*.e. Ka*eta and Gornick* (2013), but not l*ok*n* at *he s*ati**ic* of availa*le l*terature. We
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aimed t* deliver some descripti** statisti*s, identifying *ren** *nd oppor*un*ties for scientifi*
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</par><par>
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public*tions on gr*in s*ora*e
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(s*ya and m*ize). T*e research was per*ormed by developing
</line>
</par><par>
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*ualita*ive an* quantitative apprec*ation of the scientific publ*cations o* grain storage ove*
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the last deca*e.
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2 M*THO*OLO*ICAL PROCE**RES
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2.1 Workflo* (a step-by-step protocol)
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</par><par>
<line>
T*e definiti** of t*e resear*h protocol, *he *nalysi* of arti*les and the summary
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o*
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</par><par>
<line>
results were ba*ed on p*o**du*es a*d pri**iples found in Ma*ten* *t al. (2013), Hoffmann et
</line>
<line>
al. (2015), Ferenhof *nd Fernandes (2016; 2*13) and Strue*ker and Hof*mann (2017).
</line>
<line>
The *o*kflow con*iste* *f two t*i*ls. Eac* trial was characterize* a*c****ng to *tep-
</line>
<line>
by-step procedu*es. Deta*ls *ncompassing all st*ps (sp*i* in two different trials) a*e g*ven. The
</line>
</par><par>
<line>
f*rs* *ria* was developed to sample
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*rtic*e* from literature and d*velop *uali*y control. Th*
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</par><par>
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s*ar**ng po*nt o* the first trial was to fix collection a
</line>
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*f key-*ords sorted t* devel*p wide-
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</par><par>
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range sa**li*g of articles i* different data*ases (peer-reviewed article*). Each **mbination of
</line>
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key-words was ni*k*ame* and co*figured as a unique scen*rio. Every *cenario (searches)
</line>
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e**ompassed t*o sorts of databases: Brazilian datab*ses (using Portuguese key-w*rds) and
</line>
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Non-Brazilian da*abases (English key-wor*s). Duri*g sampling ev*n*s, ***el s*eet* were
</line>
<line>
bui*t by saving information of each sample (article). A c*as*ification criterion (s*pa*ate
</line>
<line>
columns) were developed t* *ort the ****c*es in t*e *ata *et. Prior to sa**ling, we ar*itrari*y
</line>
<line>
fixed *he *efinition of a *ime interval related to *he yea* of *ublication.
</line>
</par><par>
<line>
Afte* buildin* t*e wide-*ange data sets t*e
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<line>
first trial proceeded to some steps
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<line>
*f
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</par><par>
<line>
qua*ity c*ntrol (*C). Th* first step
</line>
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o* QC was to *ev*lop selection/dispo*al of articles
</line>
</par><par>
</page><line>
(trimming) b* dis**rding all ar*icl*s tha* we*e *o* rel*t*d to the stora*e of maize or s**a. This
</line>
<line>
*ev. F**, Teresina, v. 1*, n. 12, art. 1, p. *-30, dez. 2020 www4.*sanet.c*m.br/re*ista
</line>
</par><page>
<par>
<line>
Visão Geral da Pesquis* s**re Armaze*agem d* Grãos (Mi*ho e S*j*)
</line>
<line>
7
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</par><par>
<line>
was done manually by readin* ti***s and abstracts. The s*cond step of QC was to *d*ntify an*
</line>
</par><par>
<line>
elimin*te any *v**la*ping. Ove*lappin* was defined a* repe***ion of a*ticles due to
</line>
<line>
t he
</line>
</par><par>
<line>
in*exing of *anuscripts in m*re tha* o** database, or
</line>
<line>
beca*se
</line>
<line>
ide*t*cal articles we*e
</line>
</par><par>
<line>
obser*ed (false r*plicates) using a d*fferent collection of key-w*rds (scenarios). All scanning
</line>
<line>
*rocedures (QC) we*e handm*de and w*re d*veloped to tac*le re*u*dancies *r super
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</par><par>
<line>
estimation. Ar*i*les wer* sort*d
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<line>
i* the Excel sheets *sing information s*ch as a*thor, tit*e,
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</par><par>
<line>
k*y-words, etc. Columns wer* also add*d in t*e *ata shee*s to al*ow d*tail on: methodology;
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th* s*ie*tific que*tion; *ost re*evant conclusions (inter*re*ation based *n *yste*atic re*di*g
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<line>
an* teamwork dynamics). *ore specifically, *eamwork consi*ted of reading th* abstracts and
</line>
<line>
*d*ntifying the ma*n objective*, met*ods and con*lusi**s. When these were not made *lear,
</line>
<line>
the en*ire ma**scri*t was accessed, *ainly by one co*laborator. The first author was
</line>
</par><par>
<line>
re*ponsible for
</line>
<line>
ac*essing all necessary articles and for arrang**g ar**cles according to
</line>
</par><par>
<line>
simi*ar**y of c*ntent. A second author of the team was always
</line>
<line>
responsible
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<line>
for develop*ng
</line>
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*
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</par><par>
<line>
c*ose* evaluation of *t *east 15 ar*icl*s at a time and verifying the arran*ements of articles in
</line>
</par><par>
<line>
categor*es. Thi* w*s
</line>
<line>
*ssential t*
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<line>
es*ablish consensus b*tween colla**rators i* t*rms of
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</par><par>
<line>
summ*ry of **ntent and category b*p*ism (naming categories an* sub*ategories according to
</line>
<line>
co*tent). *abelli*g all ma*uscripts helped to sort out the ones referring to exploratory
</line>
</par><par>
<line>
approa*hes, experiments an*
</line>
<line>
questi*nn*ire
</line>
<line>
te*h**qu*s. Th* management
</line>
<line>
of all
</line>
<line>
the sheets
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</par><par>
<line>
rela*ed to *razilian o* non-*ra*i*ian databases
</line>
<line>
were similar. T*e th*r* st*p
</line>
<line>
of Q* *as
</line>
<line>
*o
</line>
</par><par>
<line>
identify al* arti**es that *ailed to *ee* the cr*teria of research. This *s **ually a classifi*ati*n
</line>
</par><par>
<line>
output of*ered in the digital datab*se* an* may
</line>
<line>
be
</line>
<line>
done according t* convenie*ce. The last
</line>
</par><par>
<line>
*tep of QC was the selection/disc*rdin* of man*scr*pts accordin* *o the key-*ord*. Selected
</line>
<line>
arti*les should pres*nt key-words r*ferrin* to stora**.
</line>
<line>
The secon* trial of the workflo* cons*st*d *f bui*di*g a graphical auth*r netwo**
</line>
<line>
sche*e, build**g a graphical wo*d-c*oud, *nd *evel*pin* qua*itative c*ust*ring and re-
</line>
<line>
clu*ter*ng of the artic*es *elected to comp*se the nov*l dataset. Thi* c*nfigured a mix*ure of
</line>
</par><par>
<line>
principles a*d proc*dures, defined a*
</line>
<line>
bibliometrics, syst**atic
</line>
<line>
re*iew a** content an*lysi*.
</line>
</par><par>
<line>
Bib*iomet*ics highli*hte* the *eneral statistics a*d *eta*ls o* *he sc*en*ifi* publicati*ns,
</line>
<line>
i*cludi** geogr*phical or in*titut*onal *n**rmation. The on-li** *oftw*re Tagul (W**d Cloud
</line>
<line>
Art) *elped to develop th* word-c*ou*, b*sed on t*e **y-words pr*sent in al* the articl*s that
</line>
<line>
passed QC. The Ucinet fo* Windo*s: Softwar* *or Soc*al *etwork Analysis (20*2) hel*ed to
</line>
<line>
*rrange the ne*wo*k scheme.
</line>
<line>
Systemat*c Review and Conte** Analysis aimed to f*cilitat* appre*iation an* a critical
</line>
</par><par>
<line>
over*iew of the datas**. A
</line>
<line>
double-step t*amwo*k
</line>
<line>
**pro*c* e**ble* the ***reciation of the
</line>
</par><par>
</page><line>
*ev. FSA, Teresina PI, v. 17, n. 1*, *rt. 1, p. 4-30, dez. 202*
</line>
<line>
www4.fsanet.c*m.br/revis*a
</line>
</par><page>
<par>
<line>
E. D. Vaz, *. C. Silva, J. A. R. B*rges, R. M. T. Gimenes
</line>
<line>
8
</line>
</par><par>
<line>
same da*aset
</line>
<line>
in two di**erent methods. The firs* method consisted on grou*ing **ticles *n
</line>
</par><par>
<line>
categories. The cri*eria was the similarity *f titles and abs*rac*s (see re*ults, Frame 1, Fra*e
</line>
</par><par>
<line>
*). *ne category *as chosen (category wh*ch allocated the higher number of articles) to
</line>
</par><par>
<line>
zoo*-i* and identify po*sible subgro**i*g. B*ptis* *rocedures (naming
</line>
<line>
of c*te*ories and
</line>
</par><par>
<line>
subcategories) w*re ba*ed on conten* (a poste*i*ri) (BARDIN,
</line>
<line>
2010; TEZA et al., 2016)
</line>
</par><par>
<line>
r*th*r than fixing *am*s *rior to
</line>
<line>
ex*loratory ana**sis. He**e, *aptism
</line>
<line>
proce*ures were
</line>
</par><par>
<line>
restricted to t*e *irs* metho* *f appreciating the dataset (in t*e se*ond me*hod, t*e name* *f
</line>
<line>
*he categories had already been establ*s*ed). The alt*rnati*e *ethod of *o*king at th* data
</line>
<line>
was don* by select*ng at leas* three or four categor*es (a* ***st 60% of t*e novel data s*t) an*
</line>
<line>
wr*ting down short notes *r word* *o describe and address the co*tent of articles allocat** in
</line>
<line>
each *hosen c**e*o*y. Overall, the *irst met*od of l*o*in* a* the data **t enabled summa*y o*
</line>
<line>
article* into categories and subcate*ori*ation *f *he *ajor category. Th* s*cond metho*
</line>
</par><par>
<line>
consisted of **oming-i* on some o* **e major categ*r**s an* *aki*g briefs
</line>
<line>
descrip*io*s of
</line>
</par><par>
<line>
the cont*nt. Most of the p*ocedures consisted of tea**ork dyn*m*cs. T*e g*al was to
</line>
</par><par>
<line>
develop qualitativ* organization
</line>
<line>
of articles
</line>
<line>
and co*t*nt, and
</line>
<line>
to d*liver tabl* and graphic
</line>
</par><par>
<line>
ou*puts that co**d facilitate in*erpretation and *nf*renc*s regarding the state of the ar*, t*ends
</line>
<line>
or even gaps in the field of intere*t.
</line>
<line>
2.2 Wo*kflow and qual*t* *ontrol (QC)
</line>
<line>
The c*ll*ction ** k*y-words (sc*narios) u*ed to sampl* articl** in B*a*ilian and non-
</line>
</par><par>
<line>
*raz*li*n datasets are
</line>
<line>
pres**ted in Table 1 and T*ble 2, respective*y. An arbitrar* time-
</line>
</par><par>
<line>
in*er*al was fixed *y the *uthors to sample *ub*ications only between 2008 a*d 2017, w*ich
</line>
<line>
was a group consensus. The sampling events *cc*rr*d between October and November, 2017.
</line>
<line>
Overal*, 565 articl*s were s**pled in order to build a wid*-ra*ge dataset.
</line>
<line>
Sub*e*uent*y, f*ne scanni*g (QC) ena*led the dispo*a* of 208 art**les, f*r not being *elated to
</line>
<line>
s*y* or mai*e. Su*sequently, 115 ar*icles were *iscarded be*aus* of overlapping between
</line>
<line>
scenarios (ident*cal *rticles sampled with different key-words), re*aining 24* a*ticles i* t*e
</line>
<line>
datase*. From these, 68 *ere discar**d due to o*e*lapp*ng between da*abases, remai*ing 174
</line>
</par><par>
<line>
a*ticles in the dataset. Furth*r, 63 articles were *isc*rd*d for not meeting the *esearc*
</line>
<line>
ar*a
</line>
</par><par>
<line>
(t*ir* step of the protocol). All arti*l*s a*signed t*
</line>
<line>
t he
</line>
<line>
agricultural area *ere *ele*t*d,
</line>
</par><par>
<line>
remaining 1*1
</line>
<line>
a*ticles. F*om thes*, *8 articl*s *resented ke*-words with no relatio* *o
</line>
</par><par>
</page><line>
storage an* were discarde* (forth *tep *f the protocol). At the end, 73 *r*icles *ere *ept in the
</line>
<line>
data*et f*r the purpose *f subs**uen* a***ysis.
</line>
<line>
*ev. F*A, *eres*na, v. 17, n. 12, art. 1, p. 4-3*, dez. 20*0 www4.fsanet.com.br/revista
</line>
</par><page>
<par>
<line>
Visão Geral da Pe*quis* so*re Armazenagem *e Grãos (*ilho e S*ja)
</line>
<line>
9
</line>
</par><par>
<line>
*ab*e 1 -Sampled articles* *sing c*llections of keywords in Brazilian dat*bases
</line>
</par><par>
<line>
SCENARIOS
</line>
<line>
SCIELO
</line>
<line>
SPELL
</line>
<line>
T*TAL
</line>
</par><par>
<line>
1 - (**mazenagem) AND (grãos)
</line>
<line>
9
</line>
<line>
1
</line>
<line>
10
</line>
</par><par>
<line>
2 - (pós-c*lheita) AND (grãos)
</line>
<line>
2
</line>
<line>
0
</line>
<line>
2
</line>
</par><par>
<line>
3 - (sistema de armazenagem) AND (gr*os)
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
</par><par>
<line>
4 - (armaze*ament*) AND (*rãos)
</line>
<line>
**
</line>
<line>
0
</line>
<line>
1*
</line>
</par><par>
<line>
5 - (ar**zenagem) *ND (viabil*dade)
</line>
<line>
1
</line>
<line>
0
</line>
<line>
1
</line>
</par><par>
<line>
6 - (armazenagem) AND (investimento)
</line>
<line>
0
</line>
<line>
1
</line>
<line>
1
</line>
<line>
22
</line>
<line>
2
</line>
<line>
24
</line>
</par><par>
<line>
Source: *repared by th* *utho*s based on data *rom Scielo and Spell (2017). *numbers *fter a**usting for
</line>
<line>
*cena*io ove**appi*g, prior to adjustme*ts for databa*e overlapping; armazenagem = st***ge; grãos = gra**; pós-
</line>
</par><par>
<line>
colheita = post harvest; *i*tema d* armazen*ge* = storage system;
</line>
<line>
armazen*mento = storage; viabilidade =
</line>
</par><par>
<line>
viabi*ity; inves*imen** = investment.
</line>
</par><par>
<line>
Tab*e 2 - Sampled articles* using colle*tions of ke*words in non-Brazil*an databases
</line>
<line>
W E * OF **IENCE
</line>
</par><par>
</par>
<par>
<line>
1 - "gra*n stor*ge" AND "technology"
</line>
<line>
44
</line>
<line>
11
</line>
<line>
5
</line>
<line>
*0
</line>
</par><par>
<line>
* - "post harvest" AND "tech*ology" AND "grain"
</line>
<line>
23
</line>
<line>
10
</line>
<line>
1
</line>
<line>
34
</line>
</par><par>
<line>
3 - "grai* st*rage" AND "ado*tion"
</line>
<line>
2
</line>
<line>
2
</line>
<line>
*
</line>
<line>
4
</line>
</par><par>
<line>
4 - "post harvest" AND "a*op**on" AND "gra*n"
</line>
<line>
2
</line>
<line>
*
</line>
<line>
0
</line>
<line>
3
</line>
</par><par>
<line>
5 - "grain s*orage" *ND "food security"
</line>
<line>
9
</line>
<line>
7
</line>
<line>
7
</line>
<line>
23
</line>
</par><par>
<line>
6 - "po*t *ar*est" AN* "fo*d security" A*D "grain"
</line>
<line>
11
</line>
<line>
11
</line>
<line>
0
</line>
<line>
22
</line>
</par><par>
<line>
7 - "g**in s*o*age" AND "foo* saf*ty"
</line>
<line>
3
</line>
<line>
3
</line>
<line>
0
</line>
<line>
6
</line>
</par><par>
<line>
8 - "pos* harvest" AND "food safe*y" AN* "grain"
</line>
<line>
1
</line>
<line>
1
</line>
<line>
0
</line>
<line>
2
</line>
</par><par>
<line>
9 - "g*ain st*r*ge" AND "grain protecti*n"
</line>
<line>
1
</line>
<line>
2
</line>
<line>
*
</line>
<line>
5
</line>
</par><par>
<line>
10 - "post harvest" AND "grain pro*ecti*n"
</line>
<line>
4
</line>
<line>
*
</line>
<line>
0
</line>
<line>
7
</line>
</par><par>
<line>
11 - "gra*n storage" AN* "optimization"
</line>
<line>
*
</line>
<line>
2
</line>
<line>
1
</line>
<line>
*
</line>
</par><par>
<line>
12 - "p*st harvest" *ND "*r*in" AN* "optimization"
</line>
<line>
3
</line>
<line>
4
</line>
<line>
0
</line>
<line>
7
</line>
</par><par>
<line>
13 - "grain s*or*ge" A*D "pos* h*rvest l*sses"
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
</par><par>
<line>
14 - "*rain stor*ge" AND "fe*s*bility"
</line>
<line>
2
</line>
<line>
2
</line>
<line>
2
</line>
<line>
*
</line>
</par><par>
<line>
*5 - "post harvest" *ND "grain" AND "feasib*lity"
</line>
<line>
2
</line>
<line>
2
</line>
<line>
0
</line>
<line>
4
</line>
</par><par>
<line>
1* - "gra** storage" AND "NPV"
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
</par><par>
<line>
17 - "gr*in stora**" AND "IRR"
</line>
<line>
0
</line>
<line>
0
</line>
<line>
*
</line>
<line>
0
</line>
</par><par>
<line>
*8 - "p*st harv*s*" AND "*PV"
</line>
<line>
0
</line>
<line>
2
</line>
<line>
0
</line>
<line>
2
</line>
</par><par>
<line>
19 - "post h*rvest" AND "IRR"
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
<line>
0
</line>
</par><par>
<line>
20 - "grain storage" AND "*eci*ion making"
</line>
<line>
3
</line>
<line>
2
</line>
<line>
0
</line>
<line>
5
</line>
</par><par>
<line>
21 - "post ***ves*" AND "d*cision making" A*D "*ra*n"
</line>
<line>
1
</line>
<line>
5
</line>
<line>
0
</line>
<line>
6
</line>
</par><par>
<line>
22 - "grain storage" AND "impacts"
</line>
<line>
7
</line>
<line>
1
</line>
<line>
0
</line>
<line>
8
</line>
</par><par>
<line>
23 - "pos* h*rvest" AND "impacts" AND "grain"
</line>
<line>
*
</line>
<line>
2
</line>
<line>
0
</line>
<line>
7
</line>
<line>
127
</line>
<line>
73
</line>
<line>
18
</line>
<line>
*18
</line>
</par><par>
</page><line>
So*rce: *repared by the authors ba*ed on d*ta fr*m Scopus, *eb of S*ience and S*ien** Dire*t (2017).
</line>
<line>
*n*m*er* a*ter ad*usti*g for *cenario overlapping, p**or to a*j*stments for d*tabase o*erlapping.
</line>
<line>
R*v. FSA, Teres*na PI, v. 17, n. 12, art. 1, p. 4-30, dez. 2*20 www4.*san*t.com.br/r*vista
</line>
</par><page>
<par>
<line>
*. D. V*z, M. C. Silva, *. A. R. Borges, R. M. T. Gi*enes
</line>
<line>
10
</line>
</par><par>
<line>
3 RESULTS
</line>
</par><par>
<line>
The n*vel d*taset c*nsisted of 60 ar*icles sampled from non-Br*zilian **taba*es
</line>
<line>
a*d
</line>
</par><par>
<line>
13 articles sam**ed from Brazilian databases. Th* sampl* o* 60 peer-reviewed articl** taken
</line>
<line>
from th* Scopus, Web of Science and Science Direct da*abases cov**ed 31 countrie*, us** to
</line>
<line>
address all st*dies.
</line>
<line>
3.1 Biblio*e*ri* an**ys*s of a*tic*es
</line>
<line>
A*out the *istr**ution of s*a*ch*s carried out i* na*ion*l and interna*ional databases,
</line>
<line>
60 artic*es were publ*shed i* internatio*a* journa*s and 13 in nationa* j*urnals, in the period
</line>
<line>
*o*respon*ing to 200* to 2017. Fi*ure 1 **ows *he *vol*t**n of these publica*ions over the
</line>
<line>
year*.
</line>
<line>
Figure 1 - Numb*r of pub*ications b**ween 2008 and 2017.
</line>
</par><par>
<line>
Source: P*epar*d by t*e auth*rs. Na*ionais = sampled fro* B*azilian data**ses (Scielo *nd *pell);
</line>
<line>
Interna*ion*i* = sam**ed fro* non-Brazilian databases (Scopus, *eb of Science * Scien*e *i*ect); *searches
</line>
<line>
re*ate* *o t*e year 2017 ended during Novembe*.
</line>
<line>
Until 2012, artic*es from Brazili** and no*-Brazilian d*ta*ases showed si*ilar
</line>
<line>
*umbers. *rom 2013, a boost w*s o*served on publ*cati**s re*ated to t*e storage *f mai** and
</line>
<line>
*oya in non-Brazi*ian databases.
</line>
</par><par>
</page><line>
**v. FSA, Teres*na, v. 17, n. 12, art. 1, p. 4-30, dez. 2020
</line>
<line>
ww*4.fsan*t.c*m.br/r*vista
</line>
</par><page>
<par>
<line>
Visã* Ger*l da Pesquis* sobre Armaz*nagem de Grãos (Mil*o e Soja)
</line>
<line>
1*
</line>
</par><par>
<line>
The ge*gr**hical distribut*on **d the *umber of the pu**ications acc*rding to country
</line>
<line>
is pr*sente* in Figur* 3. China rank* first (28% o* articles), *ollowed by t*e Uni*ed *tate*
</line>
<line>
(15% of ar*icl**), Bra*i* an* Kenya (bot* wit* six articles).
</line>
<line>
*igure 2 - Geographical distribution and n*mber *f the sampled articles using
</line>
<line>
n*n-Br***lian data set*.
</line>
</par><par>
<line>
Source: Prepared by the authors using the databases Scopus, W*b of Science *nd Sc*ence *i*ec* (2017).
</line>
<line>
Regardin* the 60 arti*les sa**led fr*m non-B*azil*an databases, 58 authors we*e
</line>
<line>
ide*tified (1* *rom China and 8 from th* USA). I* this same g*ou* of articles, 172 co-aut*ors
</line>
<line>
were iden*ifi*d, of w*ich only 7.5% (12) were *d*ressed to more than on* arti*le. In the
</line>
<line>
gro*p of 13 articl** sampled from Brazilian da**bas*s, no repeti*ion *f author* was identi*ied
</line>
<line>
(authors we*e *ot iden*if*ed in more than *ne a*ti*l*). Th*se finding* are proba*ly *ue t* the
</line>
<line>
gr*at *a*iability of themes related to resear*h o* *rai* s*orage. Researche*s present*ng
</line>
<line>
auth*rship in at least two articles are listed in T*ble 3.
</line>
<line>
Table 3 - Author* and co-authors wit* at least tw* a*tho*s*ips within the a**icl*s
</line>
<line>
s*mpl*d with non-Bra*ili*n datab**es.
</line>
</par><par>
<line>
Scie**i*ic Author Country publications
</line>
<line>
Scientific Co-autho* *ountry pub*icat*ons
</line>
</par><par>
<line>
Bao*a, I.B. Nigeria 2 Z*ang, Y. Chin* 2
</line>
<line>
B*rib**sa, D. Unit*d States * *hang, Y. China 4 Li, X. China 3 Murd*ck, L.L. United State* 3
</line>
</par><par>
</page><line>
Rev. FSA, Teresina PI, *. 17, n. *2, *rt. 1, p. 4-30, *ez. 2020
</line>
<line>
www4.fsanet.com.br/revi**a
</line>
</par><page>
<par>
<line>
*. D. Vaz, M. *. Silv*, *. A. R. Borges, *. M. T. Gi*enes
</line>
<line>
12
</line>
</par><par>
<line>
Mvumi, B.M.
</line>
<line>
***ba*we
</line>
<line>
3
</line>
</par><par>
<line>
Ama*ou, *.
</line>
<line>
Niger*a
</line>
<line>
2
</line>
</par><par>
<line>
Tefera, T.
</line>
<line>
Ken*a
</line>
<line>
2
</line>
</par><par>
<line>
Wa**, S.
</line>
<line>
China
</line>
<line>
2
</line>
</par><par>
<line>
*ang, Y.
</line>
<line>
China
</line>
<line>
2
</line>
</par><par>
<line>
Ca*, J.
</line>
<line>
Ch**a
</line>
<line>
2
</line>
</par><par>
<line>
L*, B.
</line>
<line>
*hin*
</line>
<line>
2
</line>
</par><par>
<line>
Li, D.
</line>
<line>
China
</line>
<line>
2
</line>
</par><par>
<line>
Source: Prepared by th* aut*or* fr*m the da**b**e* Scopus, Web of Sci*nce and Science D*r*** (2*1*). No
</line>
<line>
rese*rchers *isted in the Brazil*an databases *re*ented two or more authorships.
</line>
<line>
Th* authors of China and *igeria each hav* 2 *rt*cles publish*d in the area. Zhang, *.,
</line>
<line>
of China, als* appea*s in 4 othe* *anuscripts as *o-*utho*. Bar*butsa, D., fro* *S*, is co-
</line>
<line>
author *f 4 other ma*usc*i*ts.
</line>
<line>
*igure 3 - Ne**ork of a*thorshi*s h*ghlighting t*e co-auth*rs l*nke* to more t*an one
</line>
<line>
article.
</line>
</par><par>
<line>
Legend: blu* square=co-a*thor; red dot=f*rs* author; *rticle=a dot-sq*are co*plex.
</line>
</par><par>
</page><line>
R*v. F*A, T*resin*, v. 17, n. 12, a**. 1, p. 4-30, de*. 2020
</line>
<line>
www4.fs*net.com.br/revista
</line>
</par><page>
<par>
<line>
Visão *er*l da Pesq*isa so*re Arm*zen*gem de Grã*s (Mi*ho e Soja)
</line>
<line>
13
</line>
</par><par>
<line>
*mon* all c*u*tri*s, **az*l, Chi*a **d US* were the c**nt*ies with the highest
</line>
<line>
*u*bers rel**ed to a*thors**p (18, 17 and 7 respecti*ely) and co-a*thorship (5* and 64 and
</line>
<line>
26, res*ect**ely).
</line>
<line>
In terms of number of collaborat*on ** peer-reviewed m*nuscr*pts, some *o-authors
</line>
<line>
st*od out. For example, LI, X. (fro* *h*na) collab*rated with th*ee different a*ticle* (Liang,
</line>
<line>
K (China), with Zh*ng (Chin*) a*d Ya*g (China)). This shows colla*ora*ion b*tween Ch*nese
</line>
<line>
*o-au*hors *inked to differe*t articles. In B*azil, *here was no co*l*bor*tion between *ra*ilian
</line>
<line>
co-author* linke* *o **fferent articles.
</line>
<line>
O*her authors which *tood *ut th* most in the collaborat*on ne*work was Zhang, Y.;
</line>
</par><par>
<line>
Li, D.; Li, B.; *ai, J.; and
</line>
<line>
also Bari*u*sa, D. This la*t au*hor (ad*res*ed to the *SA)
</line>
</par><par>
<line>
collab*rated with Willia*s, S.B. (USA), with Baoua, I.B. (Nig*ria) a*d Nouhoheflin, T.
</line>
<line>
(U*A) (Figure 4). Despite ne*er being fir*t *uthors, *ome r*searche*s stoo* out in terms o*
</line>
<line>
bridgi*g names f*om different arti*les i* the ne*work scheme. For e*ample, this was **e case
</line>
<line>
of Mvumi, B.M. f*om Zimbabwe, showing co*labo*ati*n in four different articles (Figure 4).
</line>
<line>
The researchers that presen*ed firs* authors*i* twice were Di Domenico, A.*.; Zh*ng, Y.; and
</line>
</par><par>
<line>
*aoua, I.B. *n thes*
</line>
<line>
c*ses, all **-authors (blue *quares in *i*ure 4) wer* linked
</line>
<line>
t o a uni *ue
</line>
</par><par>
<line>
article (red dot in Fi**re *).
</line>
<line>
Th* articles with **e highest numb*r of cit*tio*s are pr*sented in Table 4. The ten
</line>
</par><par>
<line>
m*st c*ted a*t*cles *e*e a*l sampled
</line>
<line>
from n*n-Brazilian databases. Th* *er*entages o*
</line>
</par><par>
</par>
<par>
</par>
</page><page>
<par>
<line>
E. D. Vaz, M. C. Silva, *. A. R. Borges, R. M. T. Gimenes
</line>
<line>
14
</line>
</par><par>
</par>
<par>
<line>
*ourc*: Prepare* by the a*thors *rom t*e dat*b*ses *cop*s, Web of Science and Science Direct (**17).
</line>
<line>
Table 5 shows the five m**t cited articles sampled from Brazilian databases. In this
</line>
<line>
*a*e, Ma*ques Neto, from University Uni*amp (county o* Camp*nas, Sã* Pa**o) wrote *he
</line>
<line>
artic*e wi*h th* highest nu*be* of citations (6). ** the 13 articles, *ive were cited between two
</line>
<line>
or six *imes, 2 wer* cited only once and the *emai*i** *ix were not cited ye*.
</line>
<line>
Table 5 - M*st cited *rticles t*at *ere samp*ed wi*h Brazilian dat*bases.
</line>
<line>
Title Citation
</line>
</par><par>
<line>
Ap*lying *tructu*al *as*nry fo* gran*lar ma*erial storage sy*tems
</line>
<line>
6
</line>
</par><par>
<line>
Diff*r*nt aeration strate**es for stored corn: temperature and mo**tur* content
</line>
<line>
3
</line>
</par><par>
<line>
Q*al**y of corn grai* stored ** silo bags
</line>
<line>
3
</line>
</par><par>
<line>
Physical, physi*l**ical and s*ed health *ualities o* m*ize landrace seeds produced on
</line>
<line>
2
</line>
</par><par>
<line>
north*rn Minas Gerais, Brazil
</line>
</par><par>
<line>
Ph*sica*, physiol***cal a*d seed health qualities of ma*ze lan*race seeds produced on
</line>
<line>
2
</line>
</par><par>
<line>
northern Mi*as Gerais, Brazil
</line>
</par><par>
<line>
Sour*e: Prepar** by the authors from t*e database* Sc*elo and Spell (2017).
</line>
</par><par>
<line>
The number of articl*s **blished *n each s*i**tif*c journal, t*eir r*lative frequency,
</line>
<line>
country of *rigin, as *el* *s t*e jour*al impact factor calculated *ccording t* *he *JR
</line>
</par><par>
<line>
(Scima*o Journal Rank*ng -
</line>
<line>
yea* 20*6) is shown *n *able 6. The *r*i*les found i* non-
</line>
</par><par>
<line>
Brazilian databas** wer* published in 41 journal*. Th* journals t**t *ubl**h*d at l*ast *wo
</line>
<line>
art*c*es within the sample ac*ounted for *2% of *h* articles *ampl*d from non-Br*zilian
</line>
<line>
da*abases (Tabl* 6). A*ong the 60 articles found in *on-Brazi**an datasets, 25 *r* related to 6
</line>
<line>
journals, r*present**g 42% of the sampl* (Table 6). Two journals (Journal of Sto*ed Produc*s
</line>
</par><par>
<line>
Rese**ch; Crop P*otecti*n) are *r** the UK, represent*ng
</line>
<line>
16% (*0 ar*icl*s from Journ*l*
</line>
</par><par>
<line>
a*signed to the UK). The *ourna** f*om non-Brazilian databases that were not listed in T*ble 6
</line>
<line>
appea*ed i* one journal eac* (3* art**le* p*blish*d in 35 different journals). *his included
</line>
<line>
journals from USA (*), Brazi* (5), Holland (*), C**n* (1), U* (1), *n*ia (1) and Nigeria (1),
</line>
<line>
among o**ers.
</line>
<line>
*able 6 - *ournals *rom non-Bra*ilian d*tabas*s with more tha* two publications in the
</line>
<line>
t*eme and t*eir im*act factor1 accor*ing to SJR cla*sific*t*on
</line>
</par><par>
</page><line>
Rev. *SA, T***sina, v. 17, n. 12, ar*. 1, p. 4-30, dez. 20*0
</line>
<line>
www4.fsan*t.com.br/revista
</line>
</par><page>
<par>
</par>
<par>
</par>
<par>
<line>
Journ*l of Stored *roducts *esearch
</line>
<line>
8
</line>
<line>
13%
</line>
<line>
* ,8 2 5
</line>
<line>
United K*ngdon
</line>
</par><par>
<line>
Nongye Gongchen* Xuebao
</line>
<line>
7
</line>
<line>
12%
</line>
<line>
*
</line>
<line>
Chin*
</line>
</par><par>
<line>
Jour*al of the Ch*nese C. and Oil* Assoc*atio*
</line>
<line>
4
</line>
<line>
7%
</line>
<line>
*
</line>
<line>
China
</line>
</par><par>
<line>
Jo**nal of *ntomology
</line>
<line>
*
</line>
<line>
3%
</line>
<line>
*
</line>
<line>
Pakist*n
</line>
</par><par>
<line>
C**p Prote*tion
</line>
<line>
2
</line>
<line>
3%
</line>
<line>
1 ,* 2 0
</line>
<line>
United *ingdon
</line>
</par><par>
<line>
Biosyst**s Engineering
</line>
<line>
2
</line>
<line>
3%
</line>
<line>
2 ,1 3 *
</line>
<line>
*nited States
</line>
<line>
25
</line>
<line>
42%
</line>
</par><par>
<line>
Source: Prepar*d by t*e autho*s based o* the dat*ba**s Scop*s, Web of Scien*e *nd *ci**ce Direct (2018).
</line>
<line>
1check*d d*ring Apr*l, 2019; *Th* Impact fa*tor was no* accounted for these journals.
</line>
<line>
Regarding t*e articl** sampled from Braz*li*n database*, indexin* of arti*les i* a same
</line>
<line>
journal w*s ob**rved *nly *n t*ree s**uations: Ciência Rura*, *ngenharia Agrícola an*
</line>
<line>
Revista C*ênci* *gron*mica (Ta**e 7). T*e three journals are class**ied as B1 accordi*g to
</line>
</par><par>
<line>
*he Q*ali* CAPES criteria. This is a quality ind*cator base* *n a seven-lev*l
</line>
<line>
clas**fi*at***
</line>
</par><par>
<line>
scale (A1, A2, *1, B2, *3, B4, C), adopted in all *r*zilian post graduat**n pr*gram*.
</line>
<line>
*able 7 -*ournal* t*at published articles on gr**n st*rage of maize and soya, identified
</line>
<line>
b* *ys*em*tic sa*plin* i* Br**ilian dat*ba*es
</line>
</par><par>
<line>
N*mber
</line>
<line>
R*la*ive
</line>
<line>
Journ*l
</line>
<line>
*ourna*
</line>
<line>
ISSN
</line>
<line>
*f articles
</line>
<line>
fre**ency
</line>
<line>
rank
</line>
</par><par>
<line>
*iência Rur*l
</line>
<line>
2
</line>
<line>
15%
</line>
<line>
B1
</line>
<line>
167*-4596
</line>
</par><par>
<line>
Engenha*ia Agrí*ola
</line>
<line>
2
</line>
<line>
15%
</line>
<line>
B1
</line>
<line>
0100-*91*
</line>
</par><par>
<line>
Rev*sta Ciência Agronômic*
</line>
<line>
2
</line>
<line>
15%
</line>
<line>
B1
</line>
<line>
1806-6**0
</line>
</par><par>
<line>
Bragantia
</line>
<line>
1
</line>
<line>
8%
</line>
<line>
**
</line>
<line>
*678-4499
</line>
</par><par>
<line>
Food Scien*e and Tec*nology
</line>
<line>
1
</line>
<line>
8%
</line>
<line>
B1
</line>
<line>
01**-2061
</line>
</par><par>
<line>
Gest*o & *e*i*nalida*e
</line>
<line>
*
</line>
<line>
8%
</line>
<line>
B2
</line>
<line>
217*-5*08
</line>
</par><par>
<line>
Pes*uisa *gropecuária Bras*lei**
</line>
<line>
1
</line>
<line>
8%
</line>
<line>
B1
</line>
<line>
1*78-3921
</line>
</par><par>
<line>
Reuna
</line>
<line>
*
</line>
<line>
8%
</line>
<line>
B3
</line>
<line>
2179-8834
</line>
</par><par>
<line>
Revista Brasile*ra de Eng. Agrícola e Ambi*nt*l
</line>
<line>
1
</line>
<line>
8%
</line>
<line>
B1
</line>
<line>
1807-1929
</line>
</par><par>
<line>
Revi*ta Brasi**ira d* *ootecnia
</line>
<line>
1
</line>
<line>
8%
</line>
<line>
B*
</line>
<line>
1806-9290
</line>
</par><par>
<line>
*3
</line>
<line>
10*%
</line>
</par><par>
<line>
Source: *repared by th* aut*ors b**e* on the da*aba*es Sc*elo and Spell (2*17). Qualis CAPES classificat*on
</line>
<line>
f*om th* year 20*6.
</line>
<line>
The 60 article* sampled u*ing no*-Brazilian *atabases w**e l*n*ed to * total of 9*
</line>
<line>
u*ive*siti*s and ins*i*ution*. A to*al of 18 universities a*d resear*h institutions wer* addresse*
</line>
<line>
t* at least 2 articl** eac*, rep*esenting 3*% of t*e arti*les sampled with *on-Brazilian
</line>
<line>
databases.
</line>
<line>
The Pur*ue University sta*ds out due to the development of Purdue Improved C*op
</line>
</par><par>
<line>
St*rage te*hnology (PICS). *hi* refers to a storage *ption *ith hermetic conditio** so
</line>
<line>
th*t
</line>
</par><par>
</page><line>
Rev. FSA, Teresi*a PI, v. 17, n. 12, art. *, p. *-30, dez. 2*20 www4.fsanet.com.*r/re*ista
</line>
</par><page>
<par>
<line>
E. D. Vaz, M. C. Silv*, J. A. R. Bor*es, R. M. T. Gimenes
</line>
<line>
16
</line>
</par><par>
<line>
small farmers may *inimize loss** *aused by p*sts *ithout the u*e of insecticides. Tw* c*-
</line>
<line>
*uthors *isted ** Table 3 (B*ributsa, D. *nd Mu**ock, *.L.) present*d c**laboration in grain
</line>
<line>
s*orag* studies in Purdue Uni*ersity.
</line>
<line>
A *ummary *f th* most frequent key-wo**s (a *otal of 30) identified in articles
</line>
<line>
sampled from Brazilian and non-*razilian data*ets is shown in Figure 5.
</line>
<line>
*igure 5 - Wor*-cloud built wit* key*or*s used at lea*t two times in 73 peer-
</line>
<line>
reviewed articles relate* to the storage of maize and soya.
</line>
</par><par>
<line>
Sou**e: Prepared by t** aut**rs *sing Ta*ul - Word Cloud Art (*nl*ne so**wa*e).
</line>
<line>
3.2 GROUPI*G ARTICL** IN CA*EGO*I*S
</line>
<line>
*sin* co*tent a*al*s*s, 73 ar*icles were clustered into 18 cate*ories. The na*e of eac*
</line>
<line>
category is * rough sum*ary of the content, presented *n F*ame 1.
</line>
<line>
Frame 1 Al*oca*ion *f *rt**les in ca*eg*ries (CTG) a* a resul* of quali*ative cluste*ing
</line>
<line>
base* on the si*i*arity of cont*nt.
</line>
</par><par>
</par>
<par>
</page><line>
Rev. FSA, Te*esina, v. *7, n. 12, art. 1, p. 4-30, dez. 2020
</line>
<line>
www*.f*a*et.com.b*/revista
</line>
</par><page>
<par>
<line>
V*são Geral da Pesqui** so*re Arm*ze*a*em de Grãos (Milho * So*a)
</line>
<line>
17
</line>
</par><par>
<line>
1
</line>
<line>
I**ovat*on *nd Tech*ology adopt*on
</line>
<line>
M**mbo et al., 2017; Will*ams et al., 2017; *rska *t al., **16; Asefi et a*., 2015; Yus*f * He, *011; Shao *t a*., 2*15; Jia e *e, 2015; Zh*ng et al., *014; *iang et *l., 2013; Kong et al., 2009; Khatchatour*an e *inelo, 2008; *ard e *av*s, *013; Nas*i*en*o et a*., 2009; A*drighetto et al., 2008; Marques Neto e Silva, 2011. Othira et al., 20*9; *tathe*s et al., 20*8; Wang et al., 2*14; Zhang *t al., 2014; Chigoverah e Brighto*, *016; Bao*a et al., 2*14; Conteh e* **., 2*15; Mweb*ze e Mugisha, *011; Di*sanayake e Jai*, 2010
</line>
<line>
24
</line>
</par><par>
<line>
2
</line>
<line>
P*evention against pes*s and inse*t*
</line>
<line>
Dowell e Dowell, 2017; Nham*cho et al.,20*7; Dan*o et al., 2017; Baoua et al., 201*; Musu*dir* et *l., 2015; Quirino et al., 2013; Ntonifor et al., 201*; Rani e De**na*d, 2011; Zhang e Mao, *009
</line>
<line>
9
</line>
</par><par>
<line>
3
</line>
<line>
*ontrol and *anage*e*t of grain quality
</line>
<line>
C*radi *t al., 2016; *hang *t al., *014; Furlan; Mor**ini, *01*; San*os et a*., 2012; *as*ime*to e Q*eiroz, 2011; Catão et al., **10; Costa et al., 2010; Gut*oski e* al., 20*9
</line>
<line>
8
</line>
</par><par>
<line>
4
</line>
<line>
Storag* *echniqu*s
</line>
<line>
Me*d**a et a*., 2017; Likh*y* e* *l., 2016; *ang e* *l., 20*6; Di *omenico et al., 201*; Sahu et al., *015; Wu e* a*., 2014
</line>
<line>
6
</line>
</par><par>
<line>
5
</line>
<line>
*ont*ol of los*e*
</line>
<line>
Mwangiab et **., 2017; Gao e* a*., 20*6; Ka*unasagar e Karunasagar, 2016; *o*g e* al., *014;
</line>
<line>
4
</line>
</par><par>
<line>
6
</line>
<line>
*ood Secu*ity
</line>
<line>
*onda e Alakonya, 2*16; Zhai e* al., 2015; D*menico et al., 2*15; Ja*as, *012
</line>
<line>
4
</line>
</par><par>
<line>
7
</line>
<line>
Implement*tion of storage fa**lit*es and investments
</line>
<line>
Bocca; Ga*ve*, *016; N*urbakhsh et al., 2016; Macha*o et **., 2015
</line>
<line>
3
</line>
</par><par>
<line>
8
</line>
<line>
Quality of *rain stored for f*ed
</line>
<line>
Dafei et al., 2*17; Carvalh* et al., 2*09
</line>
<line>
2
</line>
</par><par>
<line>
9
</line>
<line>
S**tic capac*ty and logistic*
</line>
<line>
Nou*oheflin e* al., 2**7; Si**a Neto et al., 2016
</line>
<line>
2
</line>
</par><par>
<line>
1*
</line>
<line>
Gender *ssu*s
</line>
<line>
Manda; M*umi, 20*0
</line>
<line>
*
</line>
</par><par>
<line>
11
</line>
<line>
Mana****nt techniques
</line>
<line>
*bass et a*., 2014
</line>
<line>
*
</line>
</par><par>
<line>
1*
</line>
<line>
Climat* *hange
</line>
<line>
*ilgroom; *iller, 2013
</line>
<line>
1
</line>
</par><par>
<line>
13
</line>
<line>
Characteristics of grain
</line>
<line>
S*ng et al., *016
</line>
<line>
*
</line>
</par><par>
<line>
14
</line>
<line>
**e*ention and analysi* o* risks and accidents
</line>
<line>
iták et al., 2015
</line>
<line>
1
</line>
</par><par>
<line>
15
</line>
<line>
Influence on grain commercial*zati*n
</line>
<line>
*e*ai et al.,**1*
</line>
<line>
1
</line>
</par><par>
<line>
16
</line>
<line>
Rese*rc* on *a*o*enoids
</line>
<line>
Ort*z et al., 2016
</line>
<line>
1
</line>
</par><par>
<line>
17
</line>
<line>
Influence on storage conditions
</line>
<line>
D*oáek e* a*., 2010
</line>
<line>
1
</line>
</par><par>
<line>
18
</line>
<line>
Referring to "st*rage"
</line>
<line>
Kozicka *t al.,**1*; Xiu et al., 20*3; Su*eetha et a l ., 20**.
</line>
<line>
3
</line>
</par><par>
<line>
f= fr*q*ency; Source: Prep**e* b* the a*thors from the obs*rvati*n of abstract*.
</line>
<line>
The *ategory *hat con*ained the h*ghest n*mber of a*ticles (24) was Innovation and
</line>
<line>
t*chno*ogy adoption, *c**untin* for 32.8% of the art*cles. In secon*, the category Prevention
</line>
<line>
*gai*st pests and inse*ts (9), *it* 12.3%, foll*wed by Control a*d managem*nt *f gr*in
</line>
<line>
qualit* (8) (1*.9%) a*d Storage techniques (6), *ith *.2% (Fra*e 1).
</line>
</par><par>
</page><line>
Rev. F*A, *eresina PI, v. 17, n. 12, art. 1, p. 4-3*, dez. 2020
</line>
<line>
*ww*.fsan*t.*om.br/revista
</line>
</par><page>
<par>
<line>
E. D. *az, M. C. Silv*, J. A. R. Borges, R. M. T. *imen*s
</line>
<line>
18
</line>
</par><par>
<line>
Four subcategor*es (SC) emerged f*om the major *ategor* Innovation and t*chnolo*y
</line>
<line>
ado*tion (Fra*e 2). *he su*categories w*** referred to (*aptiz*d) as (a) SC*: Technolog*
</line>
<line>
and innovation rela*ed to *ood s**urity (6), (b) S*2: Tec*nology and innovation r*lat*d to
</line>
<line>
contr*l *nd pre*ent*o* ag*inst p*sts and insects (7), (*) S*3: Technology and i*novat*on
</line>
<line>
about loss and waste p*eve*tion (4), (d) SC*: Techn*logy an* innovatio* related t* specific
</line>
<line>
*opics and cas* studies (6). In Frame 2, the titl* of every *rt*cle allocate* in the major
</line>
<line>
ca*egory (Innovation and Technology adoption) is il*ustrated.
</line>
</par><par>
<line>
Frame 2 - Authors a*d title of articles that w*re sorted in subcategori*s after zoomin*-
</line>
<line>
i* the major ca*e**ry in the data set: Inno*ation an* technology adop*i*n
</line>
</par><par>
<line>
Ti**e of the a*tic*es in eac* subcategory found *n category In*ov*tio* *nd A*t*o*s ***hnology adop**on
</line>
<line>
f
</line>
</par><par>
<line>
Su*c*tegory 1: Techn*logy an* inno*ation rela*e* to **o* Security
</line>
<line>
</line>
</par><par>
<line>
*hang et al.,*0*4 *n onl*ne de*ec*ion mo*el of gr*nary **ora*e quantity
</line>
<line>
</line>
</par><par>
<line>
Real-ti** m*ni**ring system *or *rai* *oi**ure content bas*d on equilibr*u* Li*ng et *l., 2*13 m*isture model
</line>
<line>
</line>
</par><par>
<line>
Co*teh e* al., 201* T*e *et*rminants of *rain storage technology ado*tio* in Sierra Leon*
</line>
<line>
</line>
</par><par>
<line>
Safe *ood and feed through an integrat*d tool*ox for my*ot*xin management: Krska e* al., *016 The MyToolBox ap*roach
</line>
<line>
6
</line>
</par><par>
<line>
Asefi *t al., 2015 Grain bin moni*oring v*a *lectromagnetic ima*ing
</line>
<line>
</line>
</par><par>
<line>
Design, de*e*opme*t and techniqu*s for co**roll*ng *rains pos*-ha*vest *o*ses *us*f; He, 2011 with me*a* si** for smal* *nd m**ium scale farm*rs
</line>
<line>
</line>
</par><par>
<line>
Subca*eg**y 2: Tech*ology *nd inn*vation related to control and prevention against pests and *ns*cts
</line>
<line>
</line>
</par><par>
<line>
** *iatom*ceous earths have p*t**tial *s *r*in prot*cta*ts for sm*ll-holder Stathers et al., 2*0* f*rm*rs in sub-Sa*aran Africa? The case o* *anz*n*a
</line>
<line>
</line>
</par><par>
<line>
Ins*ctic*dal pot*ncy of *yptis spicigera preparat*o*s again*t Sit*philus Oth*ra e* al., 2*09 z*amais (l.) and Tr*bo*ium *astaneum (*erbst) o* st*red maize grai*s
</line>
<line>
</line>
</par><par>
<line>
Field efficac* of hermetic a** other maize g*ain storage options under Mlambo et al., 2017 smallho**er farmer management
</line>
<line>
</line>
</par><par>
<line>
Willi*ms et *l., 2*17 Safe st*rage of maize in *lternative *ermetic cont*iners
</line>
<line>
</line>
</par><par>
<line>
Present situation and *rospect* of st*rage pests based on vis*on inspection **ng et al., 20*4 te**nology
</line>
<line>
8
</line>
</par><par>
<line>
Re**arch and applicati*n progress o* moni*orin* stor*d grain secur*t* b* gas *han* et al., 2014 anal*zing
</line>
<line>
</line>
</par><par>
<line>
C*igoverah; B*ighton, 2016 E*ficacy *f metal silos an* herme**c bags against stored-maiz* *ns*ct pest* un*er sim*lated smallholder fa*mer conditions Baoua et *l., 20*4 PIC* bags fo* post-harvest storage of m*iz* g*a*n in West Africa
</line>
<line>
</line>
</par><par>
<line>
Subcategory 3: Techn*logy *n* innovat*on ab*ut loss and waste pre*ention
</line>
<line>
</line>
</par><par>
<line>
*ascimento et al., Concr*t* bl**ks for th* modular cons*ruction of circu**r silos 2009
</line>
<line>
</line>
</par><par>
<line>
Marqu** N*to; Silva, Applying structural masonry *or granula* material stor*ge systems 2011
</line>
<line>
</line>
</par><par>
<line>
*we*aze; Mugish*, Adoptio*, utili*ation an* e**nom*c impacts of impro*ed p*st-harvest 2011 **chnologies in maize produ*tio* ** Kapch*r*a District, Uganda
</line>
<line>
</line>
</par><par>
<line>
D*ssana*ake; Ja*n, Status of post-harvest technology of agricultural crops in Sri Lanka **10
</line>
<line>
</line>
</par><par>
<line>
Subcategory 4: T*c*nology and *nnovation rela*ed *o sp*ci*ic topics an* case stud*es
</line>
<line>
</line>
</par><par>
<line>
Shao et *l., 2015 Desi*n and *xperiment for g*ain storage monitoring system based on 3-D
</line>
<line>
6
</line>
</par><par>
<line>
*
</line>
</par><par>
</page><line>
Re*. FSA, *eresina, v. 17, n. 12, ar*. 1, p. 4-**, dez. *020
</line>
<line>
www4.fsane*.com.b*/revista
</line>
</par><page>
<par>
<line>
Visão G*ral da *esquisa sobre Armazena**m de G*ãos (Mi*ho e Soja)
</line>
<line>
1*
</line>
</par><par>
<line>
</line>
<line>
</line>
<line>
</line>
<line>
lase* scanni*g technology
</line>
<line>
</line>
<line>
</line>
</par><par>
<line>
Jia; He, 2015
</line>
<line>
**udy on *eat insulation perf*rmance *f ext*rnal wa*l of low temperature grain storag* granary
</line>
<line>
</line>
<line>
</line>
</par><par>
<line>
Kong et al., 2009
</line>
<line>
*efr*gera*ion perfor*ance o* a silica GelWater ads*rption chiller d**ven ** *ariable heat source
</line>
<line>
</line>
<line>
</line>
</par><par>
<line>
Khatchatourian; *inelo, 2008
</line>
<line>
Sim*lation of t*ree-d*mensional airflow *n grain s*orage bins
</line>
<line>
</line>
<line>
</line>
</par><par>
<line>
*a*d; Da*is, 20*3
</line>
<line>
A system to asses* gr*in bag *torage internal envi*onment
</line>
<line>
</line>
<line>
</line>
</par><par>
<line>
*ndrig*et*o et al., *008
</line>
<line>
Automatic c*n*rol of *lide gat* valve* with pneumati* drive in **ric*ltural storage facil*ties
</line>
<line>
</line>
</par><par>
<line>
f= frequency; *ource: Pre**red b* the aut**rs f*om t*e observat**n of abs*racts.
</line>
<line>
Re**rding *esear** on topics *elated to tec*nology an* inno**tion, associ*t*d *o
</line>
<line>
inf*sta*ion of pests and ins*cts, some articles *ere focused on m*tal silos and hermetic bags
</line>
<line>
(using natural (i.e., *l*nt extracts), artificia* o* mixed pesticides). Some articles incl*ded
</line>
</par><par>
<line>
c*n**ol m*t*o*s u*in* re*l-time infestation le*e*s. I* Addi*ion, the scope of
</line>
<line>
Innovation
</line>
<line>
and
</line>
</par><par>
<line>
techno*og* adoption, several articles referr*d to post-**rvest losses, **e reductio* o* food
</line>
<line>
wa*te and food *afe*y. Some artic*es refer*ed to **e usage of e*ectro*agnetic *mage* to
</line>
<line>
*onit*r sto*ed grains a*d refere**ed upc*ming (necess*ry) tec*n*logy and projects re*at*d to
</line>
<line>
sma*l-scal* metal silos.
</line>
<line>
I* t*e category Innov**io* a*d techn*lo*y *doption, *he team grouped up the *otes
</line>
<line>
and listed **e *oll**i*g it*ms: opt*ons to s**re, hermetic alternativ*s, real-time mo*it*ring
</line>
</par><par>
<line>
(on-line), grain monitor*ng, natura* in*ecticides, 3* Te*hno*ogy,
</line>
<line>
the*mal is*lation, sensors
</line>
</par><par>
<line>
and he*met*c Ba*s (PICS). T*ere w*s also emph*sis o* *ontro*ling th* level* of ox*g*n and
</line>
<line>
mois*ur*, insect *amage, r*te of grain germination and size of t*e *ns**t *opula*ion. Dif*erent
</line>
<line>
for*s of temperature control and grain cool*ng are being *v*l*ate* such as ai*flow sim**ation
</line>
<line>
that may optimize storag* systems, 3-* mo*itoring o* grains and the use *f e*e*tr*magnetic
</line>
<line>
im*ge* *h*t may avoid grai* residues. *ome techn*logies such as ther*a* insulat**n ar* being
</line>
<line>
d*scuss*d i* t**ms of *nergy saving alternativ**. Com*arisons about the th* e*fi*iency of t*e
</line>
<line>
GrainPro *u*er Grain Bags (SGB) IVR and P*rdue Im*roved Crop Storage (PICS) stood out.
</line>
<line>
T*ese we*e related to the control *f *est* and insects in d*fferent seasons a*d applica*ions of
</line>
<line>
**ganic or syn*heti* in*ecticides. Also, *esearch on PICS sea*i*g tech*ology stood out, which
</line>
<line>
is * storage sys*em for small farm*r* (f*mily far**rs), besides t*pics on PET bottles.
</line>
</par><par>
<line>
Ov*rall, the rese*rch *eam
</line>
<line>
con*erged an* agreed th*t is*ues *e*ated to *ra*n losses
</line>
</par><par>
<line>
c*uld be summar*zed *.e. to some ana*ys*s of the s*o*ag* condition*, monitorin* o* grains and
</line>
<line>
the control of *arbon *iox*de. Si*ilarly, food security c**l* be summarized to sto*a*e
</line>
</par><par>
<line>
m*th*ds,
</line>
<line>
including hermet*c al*ernatives, and also manag*m*nt systems that *a*ilita*e or
</line>
</par><par>
<line>
support grain storage and grain q*ality.
</line>
</par><par>
</page><line>
R*v. FS*, Teresina PI, v. 17, n. 12, art. *, *. 4-**, de*. 2020
</line>
<line>
www4.fsanet.com.br/**vista
</line>
</par><page>
<par>
<line>
*. D. Vaz, *. C. Silva, *. A. R. Bo*ges, R. *. T. Gim*nes
</line>
<line>
20
</line>
</par><par>
<line>
4. FI*AL CONSIDERAT*ONS
</line>
<line>
The methodology under*a*en, combining bibli*metrics, systematic *eview a*d cont*nt
</line>
</par><par>
<line>
an*ly*is gener*te* a *ortfolio,
</line>
<line>
l*ok*n* at the sta*i*t*cs of available literature. Th*s enab**d
</line>
</par><par>
<line>
insigh*s
</line>
<line>
on t he
</line>
<line>
scientifi* *u*lication* *n *ra*n storage, specificall* so*a an* maize. The
</line>
</par><par>
<line>
wor*f**w *eveloped al**wed tra*e*bility of the adopted *rocedures. Scientifi* pu*li*ations
</line>
<line>
w*re *ort*d in ca*e*ories an* subc*tegories, baptize* a poster*or*, according to *he *imilar*ty
</line>
<line>
of cont*nt. Nota*ly, the r*sea*ch team struggled to per*orm quali*ative clust*ring and
</line>
<line>
converg* to an id*a* *roupin* structure. Th* **in *ea*on for struggl* was *he *imilarity and
</line>
</par><par>
<line>
interd*pendency of themes. H*nce, the predom*na*t focus of t*e articles wa* the criteria *o
</line>
</par><par>
<line>
p*rform sub grou*in*. This wa* *r*cky
</line>
<line>
especially when d*sentang*ing *o**s related to food
</line>
</par><par>
<line>
security, gra*n lo*s, a*d insect an* pest control. These *opics linked close*y to each other.
</line>
<line>
The resu*ts from clustering cle*rl* sho*ed that technology is the em*hasis given by
</line>
</par><par>
<line>
authors in
</line>
<line>
the *cientific publi**tions. This is su***ined
</line>
<line>
because majority (33%, f=24) of the
</line>
</par><par>
<line>
ar*icles were grouped
</line>
<line>
in a category bapti*ed
</line>
<line>
a
</line>
<line>
posteriori a* Innovation *nd *ech*ology
</line>
</par><par>
<line>
adopti*n (Frame 1). In Frame 2, on* can
</line>
<line>
observe th** the sp*t**ght on techno**g* sp**s to
</line>
</par><par>
<line>
four major sub*opics. This is repr*s*nte* by f*u* subc*tegories (Frame 2). The *t*uctu*e o*
</line>
<line>
sub *ategoriz*tion sugges*s that Inno*ation and technolo*y ad*ption is fr*quentl* related to
</line>
</par><par>
<line>
be*efit* o* food
</line>
<line>
safety and *ood s*curity, reductions of losse* t*rough waste
</line>
<line>
and
</line>
</par><par>
<line>
co*tamination (Frame *). Becaus* maize an* ***a a*e comm**itie*, the con*ent is embed*ed
</line>
<line>
in the scope o* ma*n*ainin* grai* q*ality a*d the vo*u*e of pro*uction.
</line>
<line>
I* ad*itio*, su*marizin* the sci*ntific publ*cations on g**i* stor*ge revealed th*t
</line>
<line>
t*c*nolo*y enco**assed not o*ly issue* re*ated to infra*t*uc*u*e but se*eral *ec*nical asp*cts
</line>
</par><par>
<line>
that span **a** *roduc*ion and s*o***e. In fact,
</line>
<line>
readi*g the name of sub*ategories and *he
</line>
</par><par>
<line>
ti*les of *he arti*les (Frame *), r*p*ate*l*, help** to verif* the *ontent linked ** several r*sk
</line>
</par><par>
<line>
factors that may lead to irrepar*ble damage. These factors resem*l* guidelines
</line>
<line>
and
</line>
</par><par>
</page><line>
compreh*ns**e goals, neces*a*y to guarantee food supply for livestock and human populati*n
</line>
<line>
worldwide. *h* variabilit* *f theme* (cate*o**es and subcategor*es) prov*ded new insi*h*s
</line>
<line>
an* are, most *ro*ably, a consequen*e of *h**s*ng a ****eriori criter*a *o sort out conten* and
</line>
<line>
baptize clus*er* inste*d *f fixing group na*es prior to an*ly**s (FRANCO, 2007a; FRA*CO
</line>
<line>
2007b).
</line>
<line>
Nota*ly, technolog* adoption and gr*in storage have b*en discussed *n beh*l* of sma*l scale,
</line>
<line>
fam*ly farmers with re*pect to allevi**io* of hu*ger and food secu*ity (i.e. Yusuf; He, 2011)
</line>
<line>
Rev. **A, Teresi*a, v. 17, n. 1*, art. 1, p. 4-*0, dez. 2020 www4.fsanet.com.b*/revista
</line>
</par><page>
<par>
<line>
Vi*ão *eral da Pesquisa *obre *rmazenagem de Grãos (Milho * S*ja)
</line>
<line>
**
</line>
</par><par>
<line>
(*ubcate*ory 1, *rame 2), technology t* co*trol pests a*d *nsects (i.e. Stathers et al., 20*8;
</line>
</par><par>
<line>
Mlambo e* al., **17; *i*liams
</line>
<line>
et al., 2017; *h*go*e*ah; Brighton, 2016) (subcategory
</line>
<line>
2,
</line>
</par><par>
<line>
Fram* 2). Also, soci*l (i.e. cate**ry 10 and 14, F*ame *) and en*ironm*ntal (i.e. category 12,
</line>
<line>
Frame 1) *oncern* ar* stated in research *elated to grain s*orage. This means that eve* if there
</line>
</par><par>
<line>
is bias towards tech*o*ogy, grain storage i* n*t d*coupl*d from a
</line>
<line>
the topics that sh*pe the
</line>
</par><par>
<line>
goals for the *h*rd mi*l*nnium (FAO, date). *n fact, co*tent an*lysis *e*ealed that tec*no*o*y
</line>
</par><par>
<line>
has *nabled the redu*tio* of indiscri*inate u*e *f
</line>
<line>
pesti*id*s i* grain stor*g*, minim*z*n*
</line>
</par><par>
<line>
envi*onme*tal im*acts *nd avoiding wor*er ex*osu*e to toxi* pro*ucts (i.*. Nton*for **., et
</line>
</par><par>
<line>
2011 (cat*g*ry 2, Frame
</line>
<line>
1); Othira et al., 2*09 (subcatego** 2, Frame 2). I*
</line>
<line>
some cases, *t
</line>
</par><par>
<line>
w*s observed tha* t*e cos* rel*ted to pest con*rol has dec*e*sed an* the **ali*y of the storage
</line>
<line>
grain has i**roved con*i*er*bly (i.e. Othir* et al., 2009 (su*ca*e**ry 2, Fr*me 2).
</line>
</par><par>
<line>
R*garding the au*hor network (Figure 4), some ef*ect is
</line>
<line>
po*sibly driving distinct
</line>
</par><par>
<line>
network c*nfi*uration between C*ina an* *raz**. In which extent could the isol*tion *mong
</line>
<line>
research teams hi*d*r grain sto*age m*de*nizatio*? D*es this enc*ur*ge th* disc*s**on abo**
</line>
</par><par>
<line>
scientific societi*s re*ated
</line>
<line>
to grain st*rage? These
</line>
<line>
issues sho*ld be explored
</line>
<line>
in su*sequent
</line>
</par><par>
<line>
re*earc*. No d*ubt, i*ter-team *iscus*ion *nd c*llaboration *s str**egic *o ge*erate inn*vat**n
</line>
<line>
and impact on the tech*ological, s*cia*, econo*ic a*d *nv*ronmental a*pects of gr*in sto*age.
</line>
<line>
So*e aspects were not fol*owe* by the set of key-words use* to *ampl* ar*icles i* the
</line>
</par><par>
<line>
da*aba*es. **terestingly, articles pin*ointi*g
</line>
<line>
*h* cost-benefi*
</line>
<line>
of
</line>
<line>
adopting techno*ogical
</line>
</par><par>
<line>
al*ernatives (*esign**
</line>
<line>
to imp*ove g*ain stor*ge), *eemed ve*y disc*et* (*.*. Mwebaz*
</line>
<line>
and
</line>
</par><par>
<line>
Mu*isha, 2011 (su*category 3, Frame 2); Dis*anaya*e and Jain, 20*0 (subcatego*y 3, Frame
</line>
</par><par>
<line>
2,); Ntonifor et al., 2011 (c*teg*ry 2, Frame
</line>
<line>
1)). This f*nding sugg*sts a
</line>
<line>
gap in *erms of
</line>
</par><par>
<line>
scien*ific publicat*ons. L*ttle res*arch on the economic a*d fi*ancial c*pacity of farmers to
</line>
<line>
implement grain *torage systems may po**ib*y l*mit d*cision making. This includes dec*sions
</line>
</par><par>
<line>
m*d* by
</line>
<line>
actors f*om several sectors from th* s*pply
</line>
<line>
chain. No doubt, the adoption
</line>
<line>
*f
</line>
<line>
po* t
</line>
</par><par>
<line>
ha*vest te*hnologies *s neces*ary t* *void production l*sses an* to add val*e to store* g*ai**
</line>
</par><par>
<line>
(DISSAN**AK*
</line>
<line>
and J*IN, 2010). H*wever, the technologic*l *lterna*ives need to
</line>
<line>
be
</line>
</par><par>
<line>
link*d to cost-benefit analyzes
</line>
<line>
(MWEB*ZE *nd MUGISHA, 2011). Surprisingly, *his was
</line>
</par><par>
<line>
not the *ase. For exam*le, *rain s*orage within the farm is bel*eved
</line>
<line>
*o ma*e tr*ffic (i.e.
</line>
</par><par>
<line>
trac*ors) less intense during harvesti*g seas*ns, min*mizing *n*rast*ucture problems *nd b**ter
</line>
</par><par>
<line>
*eeti*g
</line>
<line>
the demand* of *he i*dustry. Hence, char*cterization
</line>
<line>
*f
</line>
<line>
t *e
</line>
<line>
economic a*d fi*anc*al
</line>
</par><par>
</page><line>
capability of farmer* to imp*ement s*o*ag* systems is relevant. Likew*se, it *o*ld b* su*table
</line>
<line>
t* fore*ast how improv*ments on grain storage log**tics w**ld *ffect *he country's economy
</line>
<line>
Rev. FSA, Teresina PI, *. 17, n. 12, *rt. *, p. 4-30, dez. 2*20 www4.fsane*.com.br/re*ista
</line>
</par><page>
<par>
<line>
E. D. V*z, *. C. S*lv*, J. A. R. Borges, R. M. T. G*menes
</line>
<line>
2*
</line>
</par><par>
<line>
*r farmers'
</line>
<line>
p*ofit. **ese issues are of *r*at con**rn, and may pote*tially aff*ct f*rmers´
</line>
</par><par>
<line>
in*ention to adopt or adapt any sto*age facility.
</line>
<line>
The l*mita*ion o* *at* lead* *o u*certainties. Fo* example, how do *osts a*d e*rnings
</line>
</par><par>
<line>
va** ac*ordin* t* th* geo*raphic distance of
</line>
<line>
grain producers and cu*rent stor*ge fac*lit*es?
</line>
</par><par>
<line>
How *ou*d improvemen*s on logi*tics affect the econ*my of cou*tries tha* exp*rt grain?
</line>
<line>
T*er* seems to be limited kno*ledge on how the stati* st*rage defi*it affects the current
</line>
<line>
s*pply *hain a*d how ** may limit p*ofit and the empower*ent of *armers. Governmenta* or
</line>
<line>
**ivate grai* storage init*atives (define* *s "condom*niums" in so*e latin countries to refer to
</line>
<line>
arrange*ents to *tore grains in a loc*l co*perativ* fashion)) seem to be *nexpl*red in stu*ies
</line>
<line>
focuse* o* econom*c *iabi**ty. If investment dec*s*ons rely on un*erstanding unc*rta*n*ies, i*
</line>
</par><par>
<line>
seems unlike*y that
</line>
<line>
farme*s wil* invest time a*d mon*y to ins*all or adapt
</line>
<line>
storage facilities,
</line>
</par><par>
<line>
es*e*i*lly in th* abse*c* o* *uar*nte** and p*oper grai* *torage
</line>
<line>
policie*. Brid*ing these
</line>
</par><par>
<line>
iss*es may be the key to gene*ate innovative rese*rch on grai* stor*ge. It may open the door
</line>
<line>
for *ew *ontr*b**ions on *oo* *on*rol in the perspectiv* of *odern agrib*siness and world
</line>
<line>
econo*i**.
</line>
<line>
A statistic*l ov*r*iew of the availa*le li*eratur* on grain *torage topi*s seemed to be a
</line>
<line>
g*o* s**rt f*r *isti*g down topi*s an* enco*ragin* in-dept* a*alysi*. I* te*ms of *he method,
</line>
<line>
some limitat*on were conseq*ences of g*oup de*isio*s made prio* to sampl*ng *** articles i*
</line>
<line>
lite*atu*e. *eglecting *i**rature presen* in b*ok chapters may h*ve limited the representability
</line>
<line>
o* the overv***, fa*ling to ret*ieve v*luable researc* *n the topi* of inter*st. *lso, focu*ing
</line>
<line>
o*ly *n *rain s**rage of m*ize an* s*ya ended *p co*cealing cont*ib*tions on subj*c*s *uch
</line>
<line>
as integrated pest managem*nt (I*M). Re*e*tly, there is great *mphasis on p*st manag*ment
</line>
<line>
programs *n *r*in s*ora*e (*E*KEL AND ADAM, 2018).
</line>
<line>
ACKNO*LEDGE**N*
</line>
<line>
W* thank ***ES and C*PQ for grants an* *cholarshi**.
</line>
<line>
RE**R*NCES
</line>
<line>
ABASS, A.B.; NDU*GURU, G.; MA**RO, P.; ALENKH*, *.; MLINGI, N.; BEKU*DA,
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M. Post-*arvest food losses in a maiz*-b*sed farmin* system of se*i-arid
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Vi*ão *era* da **squisa sobre Arma*enagem de Gr*os (Mil*o e Soja)
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23
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ADAM, B.D.; SIAPLAY, M.; FLINN, *.W.; BROR**N, B.W.; PH*LLI*S, T.W. Factore*
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in*luencing economic profita*ility of sampling-base* inte*rat*d pes* man*gement of *heat in
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Rural. V. 38, n.9, p. 2626-2629, *008.
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ASEFI, *.; JE**REY, I.; LOVETRI, J.; GILMO*E, C.; CARD, P.; PA*IWAL, J. *rain *in
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Rese*rch *n A*ricul*ural Eng*ne*ri*g. *. 61, p. S26-S3*, *015.
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</par><par>
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Como Referen*i*r este Artig*, conforme ABNT:
</line>
<line>
VAZ, E. D; SILVA, M. C; BORGES, J. A. *; G*MENES, R. M. T. V*são Ge*al *a Pesquis* sobre
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Arma*enagem de Grão* (Mi*ho e So*a). Rev. FSA, Teresina, v.1*, n. 12, art. 1, p. 4-*0, dez. 2020.
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</par><par>
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Contribuição dos Auto*es
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E. D. Vaz
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M. C. S*lva
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J. A. R. Borg*s
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*. M. T. Gimen*s
</line>
</par><par>
<line>
1) concepção e planejamento.
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X
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*
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</line>
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</par><par>
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2) an*lise e interpret**ão dos dado*.
</line>
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X
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X
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</line>
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</par><par>
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3) elaboraçã* *o rascu*ho ou na revisão cr*tic* do co*teúdo.
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X
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X
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X
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*
</line>
</par><par>
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4) pa*tici*ação *a apro*ação da *ersão final do manusc*ito.
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X
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X
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*
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X
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</par><par>
</page><line>
Rev. FS*, Teresin*, v. 17, n. 12, art. 1, p. 4-30, dez. 2020
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www4.fsanet.co*.br/rev*sta
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