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Land  administration  for  indigenous  

communities:  Pilot  test  in  Vaupes  

-­‐  

Colombia

 

Abstract    

This  paper  describes  in  detail  a  designed  methodology  named  Community  Mapping   Supported   by   Technology   (CMST)   that   was   undertaken   in   Vaupes,   Colombia.   Although   most   of   the   indigenous   territories   in   Colombia   are   recognized   as   Indigenous   Reserves,   the   lack   of   communities’   boundaries   has   made   it   difficult   to   elaborate   a   proper   zoning   plan.   Also,   the   lack   of   boundaries   causes   disputes   between   communities,   settlers   and   natural   resources   extraction   companies.   The   pilot   test   carried   out   in   Piracemo   community   (in   Vaupes   –   Colombia)   used   a   UAV   based   approach   to   delimit   indigenous   territories.   The   designed   methodology   involves   the   community   at   all   time   and   it   integrates   native   costumes   and   their   conception   of   the   land.   Based   on   the   results   it   could   be   concluded   that   the   methodology   developed   for   Piracemo   is   functional   and   enables   the   production   of   highly  accurate  maps  that  can  easily  be  applied  to  other  communities.  The  used  of   UAVs  and  other  technologies  accompanying  with  participatory  mapping  appears  to   help  establishing  more  rapidly  and  accurate  the  boundaries  acknowledged  by  them.   Further   work   are   suggested   in   the   area   of   study   to   develop   a   successful   methodology  and  a  proper  tool  that  help  the  community  to  establish  their  territory   and  protect  their  land  from  extraction  projects  and  future  settlers.    

 

Key   words:   Community   Mapping   Supported   by   Technology;   UAV;   boundaries;   indigenous  peoples;  mapping;  Vaupes.    

1. Introduction    

This   study   investigates   the   potential   of   using   a   designed   methodology   named   Community   Mapping   Supported   by   Technology   (CMST)   on   surveying   indigenous   territories.    Indigenous  peoples  in  Latin  America  are  threated  today  mainly  by  the   rapid   escalation   of   natural   resource   extraction   (Olsen   2006)   as   deforestation   and   mining   projects.   Also   it   is   known   that   conflicts   between   different   land   users   have   been  rising  over  the  past  decades  due  to  increasing  global  interests  in  land  (Chigbu   et  al.  2015).  An  important  purpose  for  mapping  indigenous  communities  has  been   assisting   indigenous   peoples   to   claim   and   defend   their   aboriginal   titles,   ancestral   lands  and  resources  (Chapin  et  al.  2005).    

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Aboriginal   title   refers   to   the   inherent   right   to   a   territory,   which   has   spiritual   and   economic  value  because  it  is  integral  to  security  of  tenure  (Ballentyne  et  al.  2014).   The  protection  of  the  right  to  property  of  indigenous  peoples  is  a  matter  of  special   importance   (IACHR   2010)   because   for   them,   a   community   without   territory   is   condemned   to   extinction   (UNICEF   2003).     Therefore,   the   protection   of   their   land   involves  the  protection  of  the  human  rights  of  a  collective,  since  the  land  is  not  only   an   economic   entity   but   also   a   necessary   condition   for   their   cultural   growth   and   social  development    (IACHR  2010;  UNICEF  2003).    

 

Since   1991,   indigenous   territories   in   Colombia   are   recognized   in   the   Political   Constitution,  marked  the  beginning  of  legal  protection  of  indigenous  people’s  rights.   In   Colombia,   collective   land   tenure   is   a   central   mechanism   of   protection,   as   it   is   meant   to   secure   for   indigenous   peoples   the   possibility   of   maintaining   their   traditional   form   of   life   and,   therefore,   to   ensure   their   survival   (HREV   2008).   Therefore,  Resguardos  (which  is  the  name  given  to  indigenous  territories  in  Colombia)   are  created  as  a  legal  and  sociopolitical  institution  that  gives  indigenous  peoples  a   collective  ownership  title  that  provides  all  the  guarantees  of  private  property.  They   also  provide  them  with  an  ability  to  posses  and  govern  their  territory  in  accordance   with  the  special  rights  of  indigenous  peoples  and  their  own  native  law  (Decree  2164   of   1995).   However,   not   all   the   indigenous   territories   and   peoples   are   within   Resguardos  and  even  those  that  do  live  in  it,  face  difficulties  in  protecting  their  land   (Olsen  2007).    

Resguardos   are   consisting   of   one   or   several   indigenous   communities.   They   could   also   sometimes   include   people   from   different   ethnics   and/or   with   different   languages   and   laws.   Sometimes   different   ethnics   and   communities   have   different   conceptions  of  their  land  and  the  lack  of  the  same  delimitations  can  cause  boundary   conflicts  regarded  the  use  of  different  resources.  For  this  reason  it  is  important  to   defined   communities’   boundaries   to   reduce   on-­‐going   conflicts   and   to   ensure   the   viability  of  the  community.  

 

Chapin   et   al.   (2005)   mentioned   that   another   reasons   of   mapping   indigenous   communities   have   been   strengthening   indigenous   political   organization,   economic   planning,   and   natural   resource   management   and   document   the   history   to   salvage   and   reinforce   cultural   identity.   The   Colombian   government   is   embarked   to   legally   acknowledge  the  Indigenous  Territorial  Entities  (Entidades  Territoriales  Indígenas   ETIs)   mentioned   in   the   329   article   of   the   Political   Constitution   (1991).     When   the   ETIs   are   recognized,   the   lack   of   boundaries   and   spatial   information   makes   impossible  to  develop  a  proper  management  and  development  plan  for  all  and  each   community  (Makau  et  al.  2015).  

 

For   this   project,   the   pilot   test   was   developed   in   Piracemo   community   in   Vaupes,   Colombia.  The  indigenous  people  of  Vaupes,  have  long  known  that  land  demarcation   are   one   of   the   main   issues   to   be   addressed   before   ETIs   are   recognized   and   land   rights  can  be  asserted,  recognized  or  granted.  The  methodology  developed  proposes   to  give  to  the  communities  ownership  in  the  process  as  an  open  and  a  participatory  

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manner,  empowering  indigenous  people  over  their  land  and  resources  that  should   expand  economic  opportunities  (Boudreaux  2015).    

 

It  has  been  proved  that  the  use  of  different  technologies  increases  detail  and  allows   more   quantitative   analysis   (Gilmore   &   Young   2012).   Unmanned   Aerial   Vehicles   (UAV)   are   an   alternative   or   supplement   to   conventional   mapping   techniques   because   provide   benefits   regards   to   costs,   efficiency,   accuracy   and   flexibility   (Mumbone  et  al.  2015).    It  is  believed  that  this  emerging  technology  united  with  geo-­‐ information   techniques   offer   an   improved   method   to   capturing   and   producing   cheaper  and  faster  spatial  data  for  use  in  land  administration  projects  (Kelm  et  al.   2014)   such   as   protection   of   indigenous   land   and   resource   rights.   As   technology   changes   and   provides   more   accessible   options,   the   indigenous   peoples   have   more   opportunities  to  identify,  demarcate,  claim  or  reclaim  aboriginal  lands  (Boudreaux   2015)  and  it  is  important  to  developed  a  methodology  that  help  indigenous  peoples   to  achieve  those  objectives.    

This   paper   also   will   present   a   general   background   of   the   international   legal   framework,   indigenous   communities   in   Colombia   and   legal   framework   and   background  on  UAVs  and  other  technologies.  The  background  presented  is  focused   mainly  on  the  land  rights  and  tenure.  This  will  be  followed  by  the  discussion  on  the   developed   methodology,   which   includes   the   results   of   the   pilot   study   in   Piracemo   community  in  Vaupes,  Colombia.  

2. Background  –  Literature  review  

International  legal  framework      

The   fist   one   to   addressed   indigenous   communities   rights   was   The   International   Labour  Organization  (ILO)  Convention  107,  which  emphasized  on  the  importance  of   the  protection  and  integration  of  indigenous  peoples  as  an  instrument  to  recognized   some  basic  rights  as  land  property  (Roldan  2002).  Later  The  American  Convention   of   Human   Rights   (1969)   established   the   fist   parameters   to   consider   the   special   rights  of  this  type  of  communities.  The  Convention  constitutes  a  prerequisite  for  the   rights  to  live  in  condition  of  dignity,  to  food,  to  water,  to  health,  to  honor  and  to  free   movement   and   residence.   For   indigenous   peoples,   the   article   21   has   particular   importance  since  guarantee  the  right  to  territorial  property  as  fundamental  for  the   development   of   the   indigenous   communities’   culture,   spiritual   life,   integrity   and   economic  survival  (IACHR  2010).  

 

In  1983,  in  an  effort  to  address  rights  issues  pertaining  to  indigenous  peoples,  the   United   Nations   started   working   on   the   Declaration   on   the   Rights   of   Indigenous   Peoples  (HREV  2008).  Before  the  declaration  was  proclaimed,  the  fist  international   human   rights   instrument   dealing   specifically   with   indigenous   peoples   was   the   International   Labour   Organization   (ILO)   Convention   169   adopted   in   1989   as   a   revision   of   Convention   107   (Roldan   2002).   This   legally   has   been   ratified   by   20  

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states,   13   of   which   are   in   Latin   America   that   explicitly   accepted   that   indigenous   peoples   do   not   enjoy   their   fundamental   rights.   The   Convention   recognizes   the   special  nature  of  the  relationship  between  indigenous  peoples  with  their  territories   as   a   collective   aspect   (article   13).   Establishes   the   right   of   ownership   of   land   that   traditionally   has   been   occupied   by   them   (article   14)   and   emphasizes   on   the   protection  of  indigenous  peoples’  economic,  social,  and  cultural  integrity  (article  2,  4   and   5).   Demands   respect   for   their   autonomy,   their   right   to   self-­‐government   and   manage   their   own   process   of   development,   and   their   right   to   be   consulted   on   all   administrative   or   legislative   measures   which   interest   them   (article   6,7,15).   Also   establishes   special   rights   that   governments   have   the   responsibility   to   fulfill   as   demarcation  of  the  land  and  the  granting  of  title.  (HREV  2008).    

Until  2007,  The  United  Nations  General  Assembly  after  negotiated  with  states  and   indigenous  peoples  established  The  Declaration  on  the  Rights  of  Indigenous  Peoples   that  was  discussed  since  1983.  With  147  votes  in  favor,  only  4  votes  against  (USA,   Canada,  Australia,  New  Zealand),  and  14  abstentions  (HREV  2008)  the  declaration   was  proclaimed.  The  declaration  is  considered  as  a  standard  of  achievement  to  be   pursued   (UN   2007),   and   set   the   standards   for   the   interpretation   of   indigenous   peoples’   rights   both   in   national   and   international   law,   including   civil   and   political   rights,  as  well  as  economic,  social,  and  cultural  rights  (HREV  2008).    

Across  countries  and  at  international  level,  a  confluence  of  legal  developments  such   as   soft   law   guidelines   are   driving   international   efforts   to   secure   the   land   and   resources   rights   of   indigenous   peoples   established   in   the   declarations.   Guidelines   express  broad  support  for  the  recognition  of  the  local  and  indigenous  rights  to  the   land  and  resources,  providing  a  high  level  guide  to  national  governments  that  wish   to  adopt  laws  and  polices  to  improve  land  governance,  transparency  and  rights.  As   an  example,  The  United  Nations  Guiding  Principles  on  Business  and  Human  Rights   (UNGP)   (2011)   provided   complementary   guidance   to   respect   and   protect   rights   related   to   the   use   of   land   and   resources   and   remedy   violations   of   these   rights   (Boudreaux  2015).  

 

 Other   important   guideline   is   The   2012   Voluntary   Guidelines   on   the   responsible   Governance  of  tenure  of  Land,  Fisheries  and  Forests  in  the  Context  of  National  Food   Security   (VGGT)   (CFS   FAO   2012),   which   support   the   protection   of   the   legitimate   land  rights  of  the  people  living  under  customary  and  informal  legal  systems,  women   and   other   vulnerable   peoples.   The   VGGT   addresses   the   provision   of   land   services,   informal  tenure,  markets,  investment  in  land,  expropriation  and  compensation  and   conflicts   related   to   the   land.   VGGT   emphasize   that   land   governance   in   too   often   weak  and  discriminatory.  Also  that  many  stakeholders  as  states,  civil  society  and  the   private  sector  have  a  role  to  play  in  accomplishing  the  improvement  of  formal  and   informal   land   governance   systems   can   help   protect   people   and   food   security,   enhance   natural   resource   management   and   reduce   conflict   (CFS   FAO   2012).   Consisting   with   existing   obligations   under   national   and   international   law,  States   should  provide  appropriate  recognition  and  protection  of  the  legitimate  tenure  rights  

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of  indigenous  peoples  and  should  protect  them  against  the  unauthorized  use  of  their   land,  fisheries,  and  forest  by  others  (CFS  FAO  2012).  

   

Despite   the   laws   demanding   for   customary   land   to   be   mapped,   accordingly   to   the   World  Bank  and  FIG  (International  Federation  of  Surveyors),  the  75  percent  of  the   world’s  population  do  not  have  access  to  formal  systems  to  register  and  safeguard   their  land  rights.  Although  land  registration  or  titling  is  not  a  panacea  for  resolving   land  issues  (Makau  et  al.  2015),  from  the  perspective  of  indigenous  peoples  access   to   security   of   tenure   is   the   first   step   to   recognize   human   rights.   Other   indigenous   peoples   requests   involving   recognition   are   regarded   the   protection   traditional   importance   places,   control   resources,   occupy   and   enjoy   their   land     (Boudreaux   2015).    

 

The  importance  of  these  guidelines  is  that  it  guarantee  indigenous  rights  and  may  be   used  by  all  countries  and  regions  at  all  stages  of  economic  development  and  for  the   governance   of   all   forms   of   tenure,   including   public,   private,   communal,   collective,   indigenous   and   customary   (FAO   2012).     Slowly   countries   are   adopting   these   guidelines  to  create  stronger  standards  at  national  law,  policies  and  jurisprudence   that  are  accelerating  the  recognition  of  the  rights  and  developing  customary  tenure   systems  with  and  for  the  communities.  

Indigenous  communities  in  Colombia  and  legal  framework      

According  to  DANE,  in  Colombia  are  1,392,623  indigenous  inhabitants,  belonging  to   87  different  peoples,  located  in  one  third  of  the  territory.  Each  one  of  these  peoples   is  recognized  by  its  own  language  (64  native  languages),  culture,  history,  cosmology,   spirituality,   social   and   political   organization   and   ways   of   relating   to   their   surroundings.   In   2010,   the   ONIC   (Organización   Nacional   Indígena   de   Colombia)   presented   that   32   indigenous   peoples   are   at   rick   of   disappearing   related   to   the   internal  armed  conflict,  development  projects  and  the  State’s  neglect  represented  by   insolation,  poverty  and  lack  od  access  to  basic  services    (IACHR  2010).  

 

The   indigenous   peoples   in   Colombia   always   have   been   threaten   by   infrastructural   and  economic  exploitation  projects  that  are  been  planned  and  implemented  within   their   territories.   In   terms   of   right   to   land,   territorial   disputes   between   indigenous   peoples,   communities,   settlers   or   other   non-­‐indigenous   individuals   have   been   reported  (IACHR  2010)  and  the  country’s  laws  are  not  sufficient  to  guarantee  their   protection,   as   the   recent   laws   are   not   accorded   to   the   Constitution   and   the   international  treaties.  Also  the  Constitution  is  not  clear  in  many  aspects  and  for  that   reason   the   Court   has   ratified   that   the   jurisprudence   of   the   international   organs   enhances  the  effective  legal  protection  of  indigenous  peoples  rights  interpreting  the   Constitution   in   accordance   with   international   human   rights   treaties   (HREV   2008),   as  the  ILO  Convention  169  ratified  in  2008.    

 

The   Colombian   Constitution   since   1991   established   the   rights   of   the   indigenous   peoples  (Unicef  2003)  principally  because  the  Constituent  Assembly  was  conformed  

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also  by  three  indigenous  members.  Their  participation  permitted  the  inclusion  of  a   number  of  provisions  protecting  the  rights  of  indigenous  peoples  and  other  ethnic   minorities,   beginning   with   the   constitutional   principle   that   Colombia   is   a   multicultural   country   (HREV   2008).     Also   they   emphasized   the   importance   of   protect   the   territory   as   a   fundamental   right   to   safeguard   the   cultural   identity   and   autonomy  of  the  indigenous  communities.    

In   the   Constitution,   the   right   to   land   was   guaranteed   with   the  Resguardos  and   establishing  the  importance  of  delimits  the  communities  (Unicef  2003).  A  Resguardo   is   a   collective   property   by   nature   inalienable   and   immune   from   expropriation   (HREV  2008).    A  Resguardo  is  also  a  legal  and  sociopolitical  institution  of  an  especial   kind  that  provides  all  guarantees  of  a  private  property  where  the  communities  have   the  autonomy  in  accordance  with  the  special  rights  of  indigenous  peoples  (Decree   2164  of  1995).  The  right  to  property  and  autonomy  is  connected  also  with  the  right   to   education,   health,   potable   water,   free   development   and   protect   their   cultural   identity  (Art.  68)    (Unicef  2003).  

Resguardos  are  created  and  regulated  by  INCODER,  the  Colombian  Institute  of  Rural   Development.   In   Colombia   are   710  Resguardos   in   29,8%   of   the   national   territory   (DANE,  2007).  The  laws  do  not  specify  how  a  Resguardo  should  be  established  and   work,  leading  to  a  large  number  of  conflicts  between  indigenous  organizations  and   the   authorities   at   different   levels.   The   lack   of   clarity   in   several   laws   regarded   indigenous   rights   has   caused   different   interpretations   of   key   provisions   and   problems  in  the  development  of  proper  plans  (HREV  2008).  

According  to  ONIC,  there  are  more  than  500  requests  from  indigenous  peoples  for   title,   territorial   and   boundary   demarcation   that   remain   unresolved   by   the   government  authorities  and  had  been  recognized  by  the  State  at  the  IACHR  in  2010.   Since   then,   the   Decree   441   of   2010   orders   INCODER   to   clarify   and   validated   the   lands   occupied   and   restructure   the   colonial   reservations   and   land   title   should   be   carried   out   with   full   participation   and   agreement   of   the   communities   affected   (IACHR  2010).  

 

The   Colombian   Constitution   also   mentioned   the   importance   of   the   Indigenous   Territorial  Entities  (Art.  329)  and  the  Organic  Law  (Ley  Orgánica  de  Ordenamiento   Territorial)  as  instruments  to  formulate  proper  development  plans.  The  ITEs  will  be   a  political  and  an  administrative  entity  where  indigenous  authorities  could  exercise   autonomous  government  functions,  such  as  collecting  and  administering  economic   resources.  Although  the  Constitution  did  not  provide  specific  rules  for  the  creation   of  the  ITEs  and  the  distribution  of  the  competencies  (HREV  2008),  the  Organic  Law   of  Territorial  Regulation  (Law  1454  of  2011)  now  provides  the  tools  to  design  the   specific  functions  of  the  ITEs.    

 

The  exploitation  of  natural  resources  within  indigenous  territories  is  another  topic   that   it   has   been   regulated   since   the   Constitution   because   all   development   and   extraction   projects   must   not   harm   the   cultural,   social   and   economic   integrity   and  

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the   decisions   shall   ensure   the   participation   of   the   communities   involve   (T188   of   1993).  Although,  the  regulation  for  the  prior  consultation  have  been  ratified  (Decree   1320  of  1998),  indigenous  authorities,  trade  unions  and  human  rights  organizations   have  criticized  the  decree  for  violating  the  constitution  and  ILO  Convention  169  for   not   consulate   the   indigenous   organizations   as   the   National   Commission   on   Indigenous   Territories   (Comisión   Nacional   de   Territorios   Indígenas)   and   the   Permanent   Forum   for   Consultation   with   Indigenous   Peoples   and   Organizations   (Mesa   Permanente   de   Concertación   con   los   Pueblos   y   Organizaciones   Indígenas)   (created   by   Decree   1397   of   1996),     during   the   drafting   of   the   decree.     The   decree   established   a   procedure   for   consultation   which   did   not   took   into   account   the   different  cultural  realities  of  Colombia’s  indigenous  peoples,  and  until  the  flooding   by   the   Urrá   dam   in   the   Embera-­‐Katío   land,   the   Court   declared   Decree   1320   to   be   unconstitutional  and  ordered  state  authorities  to  refrain  from  applying  it.  No  new   decree  has  been  formulated  since  then.  

 

For   extraction   projects,   many   legislations   regulate   the   projects   in   indigenous   territories  as  the  Mining  Code  (Law  685  of  2001),  Forest  Law  (Law  1021  of  2006)   and   Law   of   Rural   Development.   These   legislations   established   that   the   activities   must  not  harm  the  cultural,  social  or  economic  integrity  of  indigenous  peoples  and   requires   the   prior   consultation.   Also   proposed   that   whenever   potential   extraction   sites   coincide   with   indigenous   territories,   the   competent   authorities   shall   identify   these   sites   and   take   special   measures   for   protection   of   indigenous   communities.   Also  defined  indigenous  territories  “permanent  settlement”,  being  more  restrictive   that   the   ILO   Convention   creating   a   legal   contradiction   between   the   international   agreement,  the  constitution  and  the  extraction  laws  (HREV  2008).  For  that  reasons,   in   many   cases   the   legislations   have   been   declared   unconstitutional   and   being   reformulated.  

 

Background  on  UAVs  and  other  technologies    

Mapping  indigenous  communities  represents  a  challenge  for  traditional  cartography   methods  (Chapin  et  al  2005),  causing  the  appearance  of  a  variety  of  methodologies   and  tools.    Since  1960s  the  principal  goals  of  mapping  indigenous  lands  have  been  to   secure   tenure,   manage   natural   resources,   and   strengthen   cultures  (Chapin   et   al   2005).   Western   cartography   has   shown   not   to   be   the   best   method   to   accomplish   these   goals   because   it   does   not   take   into   account   the   complexities   of   indigenous   landscapes  (Sletto  2012).  

Indigenous  conceptions  of  space  reflect  the  complex  of  the  social  relations  and  land   tenure   because   boundaries   are   fluid,   overlapping,   and   changing.   A   map   cannot   be   seeing   only   as   a   neutral   object   separate   from   a   social   context,   but   requires   a   new   thinking  about  the  process  of  mapmaking  and  the  result  focusing  mainly  the  process   (Sletto  2012).  For  that  reason,  participatory  mapping  reconceptualize  the  meaning  

of  a  map  (Sletto  2012)  and  recognizes  the  knowledge  of  local  peoples  and  cognitive  

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Although   the   methodology   varies   between   projects,   the   general   characteristics   of   participatory   mapping   maintain:   the   involvement   and   collaboration   of   indigenous   peoples,  the  production  of  maps  that  represent  their  traditional  spatial  knowledge   and   a   dialectical   exchange   between   the   locals   and   researchers   (Gilmore   &   Young   2012).    

More   recently   researchers   have   added   another   stage   combined   geographic   information   systems   (GIS)   causing   a   variety   range   from   highly   participatory   approaches   to   more   technical   efforts   with   GIS   and   remote   sensing  (Chapin   et   al.   2005;   Salamanca   &   Ospina   2012).   Before   the   appearance   of   the   technology,   the   maps  lack  or  have  poor  accuracy  and  now  these  methodologies  allow  researchers  to   accurately   plot   the   locations   on   the   participatory   map   (Gilmore   &   Young   2012).   Before  GIS,  GPS  function  as  a  tool  to  locate  the  places  on  a  map  with  low  accuracy.   Now   GIS   do   not   only   produce   and   accurate   map   but   also   can   offer   other   types   of   digitally   record   as   photographs,   audio   recording,   and   video,   producing   a   rich   understanding   of   the   spaces   and   narratives   represented   (Gilmore   &   Young   2012;   Barry  et  al.  2013).    

Encoding   traditional   knowledge   within   an   official   cartographic   form   with   the   available  resources  (GIS,  GPS,  satellite  image),  it  is  easier  to  confer  more  legitimacy   upon  indigenous  land  claims  and  help  establishing  resource  management  plans.  It   can  also  provide  a  window  into  how  the  community  perceive  and  interact  with  their   environment   and   facilitates   an   understanding   of   the   boundaries,   a   general   appreciation   of   subsistence   activities   and   the   distribution   of   biologically   and   culturally  salient  resources  (Gilmore  &  Young  2012).  

Makau   et   al.   (2015)   show   how   the   sketching   can   be   problematic   and   the   satellite   image  supporting  participatory  mapping  is  needed  to  bridge  the  information  gap  in   a  inclusive  manner.  Instead  of  sketching,  the  communities  can  easily  orient  to  what   is  easily  identifiable  on  the  imagery  and  place  the  boundaries  or  the  interest  sites.   Then,  the  data  collected  can  be  transferred  into  a  geographical  framework.  

 

On   the   other   hand,   UAV   (Unmanned   Aerial   Vehicle),   UVS   (Unmanned   Vehicle   System),   UAS   (Unmanned   Aircraft   System)   or   drone   was   initially   designed   for   military   purposes,   however   recent   advancement   in   technology   makes   it   useful   for   civilian   applications   such   as   mapping   and   surveying   (Mumbone   et   al.   2015;   Rezza   2015),   conservation   (Kelm   et   al.   2014),   forest   and   agriculture   (Grenzdörffer   et   al.   2008).   The   UAVs   have   facilitated   the   local   mapping   in   areas   with   difficult   accessibility  producing  accurate  maps  that  can  be  used  for  land  administration  and   cadastral   survey.   Also   improves   the   speed   of   mapping   process   and   can   lower   the   cost  of  cadastral  surveying  (Grenzdörffer  et  al.  2008;  Mumbone  et  al.  2015).    

As   satellite   imagery,   UAV   derived   mapping   presents   an   aerial   perspective   with   sufficient  resolution  to  make  it  interpretable  without  any  map  reading  skills.  While   it   can   serve   the   as   a   valuable   positioning   tool   to   the   researcher,   it   also   carries   evidence   and   context   that   can   easily   be   perceived   and   understood   by   everyone  

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(Barry   et   al.   2013).   Different   studies   had   show   that   UAV   is   now   an   alternative   or   supplement  to  conventional  mapping  techniques.  In  Albania  (Kelm  2014)  concluded   that   UAV   technology   fit/for   purpose   because   it   includes   elements   of   reliability,   upgradeability,  and  affordability  and  includes  participation  and  inclusion.  Barnes  et   al.  (2013)  also  advocate  for  the  use  of  UAVs  in  the  insitu  delivery  of  high-­‐resolution   aerial  photos,  as  well  as  promotion  of  citizen  participation  from  elderly  to  children.   Unlike   satellite   imagery,   UAVs   can   be   obtained   imagery   at   short   notice   making   it   possible   to   easily   identify   and   respond   to   small   changes   on   the   land.   Although   satellite   imagery   has   become   relatively   cheaper   and   provides   significantly   higher,   the   flexibility   of   UAVs   to   reliably   capture   data   over   discrete   areas   give   the   researcher  more  tools  for  a  rapid  response  (Kelm  et  al.  2014).  In  addition  to  maps,   UAV  can  also  be  used  to  produce  3-­‐D  models  that  facilitate  better  planning,  natural   resource   management,   environmental   monitoring,   and   disaster   risk   mitigation   (Kelm  et  al.  2014).    

The  innovative  practices  in  participatory  mapping  promise  to  help  the  struggle  for   justice   in   indigenous   communities   and   other   marginalized   communities   that   have   long   lacked   a   map   of   their   own  (Sletto   2012).   These   tools   deliver   a   variety   of   methodologies  to  produce  a  rapid  map  process  that  take  into  account  the  knowledge  

of  the  indigenous  peoples  and  provide  them  a  instrument  of  protection.  

3. Methodology  developed    

The  methodology  designed,  Community  Mapping  Supported  by  Technology  (CMST)   was   developed   in   order   to   integrate,   social   cartography,   GPS,   UAVs,   Geographic   information  system  (GIS)  on  mapping  indigenous  lands.  Previous  studies  in  Mitú  by   Rojas   &   Paez   (2014)   have   shown   the   importance   of   the   formalization   with   the   community   in   order   to   obtain   an   active   participation   of   the   members.   Their   work   was  develop  in  the  communities  of  Ceima  San  Pablo,  Pueblo  Nuevo  and  Cucura  from   the   Indigenous   Peoples   from   Mitu   Central   Zone   Organization   (Organización   Zona   Central   Indígena   de   Mitú   OZCIMI)   where   they   established   that   questionnaire   and   GPS   as   tools   are   insufficient   to   resolve   boundary   limits,   but   it   can   give   many   information  about  land  use  and  the  territory.  They  recommend  the  incorporation  of   indigenous   knowledge   and   emphasizes   on   resource   management   to   understand   their   relationship   with   the   land.     Also   emphasize   on   the   importance   of   join   collaboration  between  communities,  indigenous  authorities  and  academy  to  develop   a  proper  tool.    

 

Demarcation   of   aboriginal   boundaries   might   require   the   use   of   non-­‐standard   mechanisms   and   the   aboriginal   group   must   be   consulted   before   setting   any   boundary   (Ballentyne   et   al.   2014).   The   methodology   proposed   combine   latest   geospatial  technology  with  community  participation  to  provide  secure  land  tenure   and   register   community   boundaries   and   for   these   reasons   the   community   is   engaged  from  the  onset  and  throughout  the  process.    

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CMST   is   divided   in   five   main   sections;   planning,   preparation   and   data   collection,   field   work   and   community   participation,   image   processing   and   Geo   Information   Systems  (GIS)  and  final  socialization.  

 

Before  any  plan  has  made,  it  is  important  to  gather  all  the  available  information  of   the  region  to  design  a  proper  plan.  It  is  know  that  every  community  and  place  need   different  or  a  variation  methodology  according  to  the  costumes  of  the  peoples.      

i. Previous  studies  (biological,  social,  economical)  

ii. Cartography  (government  recognized  maps,  social  cartography)       iii. Demography  aspects  (ethnics,  communities)  

iv. Social  conditions  and  problems  (education,  health,  drinking  water,  economy,   life  plan  (Plan  de  vida))  

v. Culture    

vi. Development  government  plans      

vii. Political  administration  (governor,  major,  indigenous  authorities)   viii. Infrastructure  (communication,  transportation,  supplies)    

ix. Environmental  data  (climate,  hydrography)    

For  mission  planning,  according  to  Mumbone  et  al.  (2015)  and  Barnes  et  al.  (2014),   the  following  technic  aspects  are  to  be  considered:  

 

i. Nature  of  the  terrain:  requirements  for  launch  and  landing  area.    Rotary  wing   is  easier  to  launch  in  a  dense  forest  area.    

ii. UAV  platform:  determined  by  the  size  of  the  area  to  be  mapped.  For  large   areas  is  recommended  fixed-­‐wing  UAVs.  

iii. GSD:  depends  on  the  required  resolution.    Higher  resolution  (small  GSD   value)  involves  low  flying  height  and  slower  speeds.    

iv. Regulatory  limitations:  for  Colombia,  there’s  no  legal  regulation  for  UAVs.    

Before   the   fieldwork,   a   recognition   trip   is   recommended   to   establish   connection   with   the   indigenous   authorities   and   the   community.   It   is   known   that   permission   from  the  captain  or  chief  of  the  community  is  required  to  work  inside  a  Resguardo   or   community.   Previously   we   mentioned   that   every   community   in   Vaupes   is   associated   with   an   indigenous   organization   that   represents   their   interests.   The   organization  can  help  to  make  connection  between  the  captain  and  the  investigators   and   indicate   the   environmental   and   social   conditions   of   the   community.   Establish   the  community  previous  the  fieldwork,  would  facilitate  to  set  the  length  of  the  trip   and  the  transportation.    

 

Also,  to  develop  a  successful  study  the  objectives  and  topics  needed  to  be  resolved   must  be  properly  set  to  develop  the  questionnaire  for  the  interviews.    

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4. Case  study    

The  information  presented  in  this  chapter  is  a  set  of  information  from  papers  and   the  recognition  trip  to  make  as  complete  as  possible.    

 

The   methodology   designed   was   tested   in   Vaupes,   Colombia   (Figure   1).   Vaupes   is   located   at   the   southeast   part   of   the   country  and   it   is   part   of   the   Forest   Amazon  

Reserve  with  Amazonas,  Guaviare,  Caquetá,  Putumayo  and  Guainía.  Since  1959  and  

until   now   the   90%   of   the   department   is   still   considered   as   reserve.   The   principal   purpose   of   the   reserve   is   to   safeguard   the   soil,   water   and   the   life   to   protect   the   economical  development  of  the  region  (Gobernación  del  Vaupes  2011).  

 

Figure  1.  Vaupes  location  

 

Vaupes   is   a   transition   sector   between   the   dried   flatness   of   the   Orinoquia   and   the   Amazonian   rain   forest.   The   precipitation   is   bimodal   with   a   decrease   in   January   to   February  and  July  to  August  and  the  average  annual  precipitation  is  3254  mm.  The   average  temperature  is  26°  C  with  the  hottest  period  between  October  and  April  and   the  coldest  between  May  and  September  (Gobernación  del  Vaupes  2011).  

Accordingly   to   the   DANE,   Vaupes   has   19   recognized   ethnics   and   3  Resguardos,   where   the   66.65%   (11587)   of   the   population   in   Vaupes   (the   0.83%   of   the   total   population   of   the   country)   are   indigenous   peoples   (DANE   2007).   The   recognized   ethnics  are  the  Cubeo,  Tucano,  Desano,  Barasana,  Wanano,  Siriano,  Yurutí,  Tuyuca,   Carapana,   Piratapuyo,   Nukak,   Tariano,   Tatuyo,   Caviyarí,   Makuna,   Bara,   Pisamira,   Curripaco  and  Taiwano.  The  ethnics  are  distributed  in  217  indigenous  communities   and   established   mainly   along   the   rivers.   The   indigenous   communities   are   represented  by  eighteen  indigenous  organizations  that  are  associated  principally  by   a   river   or   basin   and   the   communities   beside   it.   For   that   reason   the   rivers   are   considered   as   the   arteries   that   give   life   to   the   forest   and   the   principal   axis   of   the   territory  (Gobernación  del  Vaupes  2011).    

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The   study   took   place   in   Piracemo   community   situated   approximately   25   km   from   Mitú,  the  capital  of  Vaupes  (70°  22.821’  W  and  1°  19.688’’  N).  It  takes  2-­‐3  hours  by   boat  by  the  Cuduyari  River  and  passing  4  communities;  Santa  Marta,  Puerto  Lopez,   La   Garrafa   and   Pituna.   The   Cuduyari   River   is   the   most   important   transportation   affluent  for  the  Cuduyari  communities  and  also  provides  water  and  food.    

 

The   community   has   a   Cubeo   origin   and   it   is   represented   by   the   UDIC   (Unión   Indígena   Cubeos   del   Cuduyarí).   Piracemo   is   conformed   by   105   habitants   and   33   families.  The  community  has  a  Caseta  comunal  (reunion  house),  a  boarding  school,   and   a   health   center.   Also,   the   community   has   a   communal   boat,   a   motor   and   a   chainsaw.    

 

The  traditional  economy  consists  in  a  sustaining  economy.  The  agriculture,  provide   mainly  food  and  sometimes  products  that  can  be  sell  in  the  Mitú.  The  money  from   the   sales   is   used   to   buy   products   like   soap,   salt,   fishing   hooks   and   batteries.   They   also   depend   on   the   river   and   forest   for   fishing,   hunting   and   collect   wild   fruit.   The   chagras  are  the  crops  and  the  fundamental  productive  unit.  Every  family  have  at  list   one  chagra  and  they  work  every  day  to  obtain  their  food.  The  chagra  is  constituted   in  the  forest,  and  they  need  to  select  the  place,  cut  down  the  trees,  clean  and  burn   before   plant   the   seed.   The   chagras   are   constituted   by   yucca,   manioc,   corn,   chontaduro,  plantain,  name  root  and  pineapple.      

 

The   Piracemo   was   chosen   because   it   gives   a   broad   overview   of   the   diverse   social   and   spatial   structures   of   the   Vaupes’   communities.   The   UDIC   recommended   the   community  because  it  is  close  to  Mitú  but  not  too  close,  presenting  an  intermediate   condition  between  the  closest  and  the  distant  communities.    

 

4.1. Field  work  and  community  participation    

The   fieldwork   is   divided   in   5   steps;   initial   socialization,   interviews,   visit   and   georeferenciate  important  sites,  UAV  flight  and  final  socialization.    

 

After  project  planning  and  collection  of  existing  information,  the  process  starts  with   a  sensitization  session  with  the  community.  Before  initiating  mapping  activities,  it  is   necessary  to  explain  the  objectives,  methods  and  discussed  the  potential  advantages   and  disadvantages  of  this  type  of  work  (Gilmore  &  Young  2012).  Every  step  need  to   be  describe  with  simple  words  and  if  it  is  possible  to  do  it  with  videos  or  images.  To   execute   a   successful   study   the   community   has   to   agree   to   be   involved   with   the   project.   Also,   it   is   important   to   let   them   know   the   importance   of   their   active   participation,  recommendations  and  opinions.    

After   community   agreement,   the   interviews   should   start   when   the   community   establishes  a  relationship  with  the  investigation.  Although  all  information  should  be   taking   into   a   count   and   record,   the   investigator   need   to   have   in   mind   the   questionnaire  previously  established  in  the  planning  section.  The  interviews  should  

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feel   as   conversations   for   the   interviewee   do   not   feel   as   an   interrogation.   Also   the   interview   should   be   made   in   preference   on   their   current   activities   to   avoid   any   intervention   with   their   work   or   lives.   It   is   important   that   the   investigator   tried   to   accompanied   different   members   every   day   to   gathered   different   opinions.   Every   night   the   information   gathered   need   to   be   recorder,   establish   the   information   missing  and  prepare  a  new  questionnaire.    

 

As   Davis   and   Wali   (1994)   recommend,   land-­‐use   knowledge   and   indigenous   environment   need   to   be   included   in   the   determination   of   boundary   demarcation   and   land-­‐tenure   policies.   For   that   reason   it   is   important   to   include   all   social,   economical,  environmental  and  culture  information  for  the  results  analysis.  

 

Also,   the   interviews   should   establish   the   important   places   and   their   location.     Complementary,   the   use   of   the   GPS   is   employed   to   georeferenciate   the   all   places   visited   for   future   mission   plan.   As   it   is   mentioned,   mental   representations   of   the   geographic   features   and   spatial   relationship   have   always   been   part   of   the   cultural   world  of  the  indigenous  peoples  in  Amazonia.  The  acute  awareness  of  their  natural   surroundings   explains   why   they   are   able   to   orient   themselves   pictures,   photos   or   maps  (Smith  et  al.  2003).  And  for  that  reason  their  constant  participation  in  locate   the   limits   and   important   places   is   important   because   they   know   in   terms   of   direction  and  distance  where  the  places  stands  in  relation  to  the  rivers,  mountains   and  all  the  other  features  in  their  natural  social  world.    

 

The  interviews  should  gather  all  information  before  mission  plan  could  initiate.  The   planning  mission  takes  into  account  the  information  gathered  in  the  interviews  and   section  7.1.  After  every  flight  or  as  it  is  needed,  the  videos  and  draft  images  should   be  taken  to  the  community  for  verification  or  to  plan  a  proper  flight.  This  is  carried   out   as   Smith   et   al   (2003)   recommended.   First   the   team   asks   the   leaders   and   members  to  verify  the  points  of  resource  use,  cultural  significance  and  geographic   features.  Also  the  boundaries  are  discussed  and  establish.  And  if  it  is  necessary,  the   team  with  the  community  designs  a  new  flight.    

 

Finally,  the  draft  results  must  be  present  to  all  the  members  of  the  community  for   their   agreement.   The   community   review   the   information,   makes   changes   if   it   is   needed   and   reach   consensus   on   the   boundaries.   The   presentation   should   be   dynamic   and   must   be   accompanied   with   videos   and   images.   Always   remember   to   use  simple  language  as  the  fist  socialization.    

4.2.  Image  processing  and  Geo  Information  Systems  (GIS)      

The  image  processing  generates  the  final  orthophoto.  The  orthophoto  are  rectified   mosaics   of   aerial   images   that   can   be   used   for   measurement   just   like   a   line   map   (Barnes  et  al.  2014).  The  orthophoto  should  be  produce  with  the  proper  software   and  if  it  is  necessary  any  rectification  or  measurements  a  GIS  software  can  be  used.   The   final   map   should   contain   the   important   places   and   community   boundaries   as   discussed  in  the  fieldwork.    

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4.3. Final  Socialization    

After  image  processing  it  is  important  to  do  the  final  socialization.  The  community  is   gathered  again  to  present  the  final  results  and  analysis.    Always  remembered  to  do   the   presentation   with   simple   words,   videos   and   images.   Finally   the   community   reviews   the   map   and   verifies   the   information.   The   final   comments   and   recommendations   are   made.   It   is   important   to   discuss   the   things   that   can   be   improved  for  the  next  time.      

 

If  the  team  cannot  travel  to  make  the  presentation,  it  is  important  to  send  someone   in  representation  or  a  video  with  a  recorded  presentation.  Likewise  the  community   should  seed  to  the  team  their  comments  and  recommendations.    

5. Results  and  analysis    

Before  any  travel  was  prepared,  a  previous  approach  was  made  in  Bogotá  with  an   indigenous   lawyer   working   in   Bogota.   We   discuss   the   social   situation   of   the   communities,   their   cultural   structure   and   Rojas   and   Paez   (2014)   previous   work.   Also   we   establish   the   potential   benefits   of   the   study,   the   methodology   and   the   possible   study   area.   These   conversations   establish   the   basis   to   prepare   the   recognition  travel.  

 

The   recognition   travel   was   made   on   February.   For   6   days   two   investigators   establish  connection  with  three  different  indigenous  associations  to  determinate  the   better  place  to  work.  Finally  we  met  with  some  members  of  the  UDIC  and  present   the   project.   The   UDIC   fist   objective   is   to   establish   an   education   that   involves   the   indigenous   culture   and   the   traditional   system.   Also   they   are   interested   on   determinate   the   communities’   boundaries   before   the   ETIs   are   recognized.   They   need   the   boundaries   and   a   georeferenciate   map   to   design   a   proper   development   plan  for  the  communities.  Also  they  are  aware  that  the  figure  of  Resguardo  cannot   protect  their  territory  forever  from  extraction  projects  if  they  do  not  show  that  they   are   using   the   land.   After   we   discussed   the   advantages   and   disadvantages   of   the   study,   they   recommended   the   Piracemo   community   for   the   reasons   presented   before.  

 

For  two  days  we  visited  the  community  and  return  to  Mitu.  The  travel  was  made  for   2  hours  by  boat  by  the  Cuduyari  River.  The  captain  was  not  preset  until  the  end,  so   we  presented  the  project  to  the  directive  of  the  boarding  school  and  some  members.   Also  as  a  recognition  flight,  we  flew  the  phantom  over  the  community.    Finally  we   met   Fabio   the   captain   of   Piracemo,   presented   the   project   and   asked   for   his   permission  to  come  back  and  work  with  the  community.  In  general,  the  community   was  very  interested  on  the  project  and  offered  their  help.      

 

From   the   recognition   travel   we   establish   the   basis   to   the   fieldwork.   Mainly   we   determinate  that  a  longer  time  is  needed  to  complete  the  methodology  proposed  for  

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several  reasons.  First,  the  constant  rain  can  cause  a  decrease  on  the  flight  time  of  the   UAVs.  Also  we  need  to  gather  a  lot  of  information  related  to  the  boundaries  location,   the  relationship  between  the  land  and  the  community  and  land-­‐use  knowledge.  The   questionnaire  was  design  mainly  to  resolve  these  questions.  The  social  cartography   (Figure  2  and  3)  shows  that  the  members  know  where  the  community  is  located,  but   the  boundaries  locations  are  unclear.    

 

Figure  2.    Social  cartography  of  Piracemo  (Ministerio  de  Educación  2014)  

   

Figure  3.  Social  cartography  of  Piracemo  (Ministerio  de  Educación  2014)  

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To  be  able  to  stay  for  a  period  it  is  necessarily  to  consider  that  there  is  no  store  or   stay  place  in  the  community.  All  supplies  have  to  be  bought  in  Mitu  or  Bogota  before   the   fieldwork.   Also   it   is   better   to   bring   drinking   water   because   the   community   drinks  rainwater.    

 

For  the  mission  plan,  a  bigger  UAV  is  needed  to  map  a  large  area.  The  territory  is   minimum   20   km2  and   the   Phantom   cannot   cover   that   area   in   one   or   various   fight  

with  only  one  landing  area  available.  Also,  the  football  field  could  be  used  as  landing   area  so  a  fixed-­‐wing  UAV  like  the  Skywalker  is  more  adequate  to  the  terrain.  

5.1. Fieldwork  and  community  participation    

The   fieldwork   was   made   on   April   for   15   days.   Initially   two   people   composted   the   research  team.  As  planned,  the  community  was  expecting  us  in  Mitu  and  the  same   day  we  arrived  we  traveled  to  Piracemo.  This  time  we  went  with  the  community  on   the  communal  boat  and  traveled  for  4  hours.    The  community  does  not  travel  often   to  Mitu.  They  only  travel  the  Sundays  to  sell  some  products  or  leave  the  children  on   the  boarding  school.  

 

It  was  late  when  we  arrived  to  the  community,  so  the  sensitization  session  started   the  next  day  on  the  Caseta  communal.  Fabio  gathered  the  community  at  7  and  after   the  usual  quiñampira,  they  discussed  their  problems  and  then  we  introduced  us  and   presented   the   project’s   objectives   and   methods.   The   community   expressed   their   opinion  and  we  discussed  the  possible  advantages  and  disadvantages  of  the  work.   Also   they   made   some   recommendations   about   the   fieldwork   and   the   places   we   should  take  into  account.  During  the  reunion,  the  community  was  very  interested  in   the  study  and  offered  their  help.    

 

As  it  is  mentioned,  the  interviews  were  made  as  conversations.  We  started  visiting   and   georefenciate   the   closest   houses   and   the   boarding   school.   We   always   had   in   mind  the  formulated  questionnaire  but  talked  about  everything.  It  was  a  continuous   knowledge  exchange  and  always  respected  their  culture  and  costumes.  The  majority   of  the  days  we  had  lunch  or  dinner  with  Fabio  and  his  wife  and  it  was  the  perfect   time  to  resolve  dudes  and  established  the  next  step.  Every  night  we  recorded  and   analyzed  the  information  and  established  the  topics  that  were  missing  and  made  a   new  questionnaire.    

 

For  the  conversations  we  established  that  the  chagras  were  located  mainly  on  the   other   side   of   the   river.   All   the   families   have   a  chagra   and   their   own   territory   to   constituted  new  ones.    The  territory  was  not  marked,  but  all  the  members  have  in   mind  their  own  territory  and  the  territory  of  the  other  members.  When  a  chagra  is   established,  it  belongs  to  the  family  forever  and  no  other  member  can  work  on  it.   Always   they   expressed   us   the   importance   of   the  chagra   and   the   crop,     “A   person   with  out  yucca  is  a  poor  person”.    

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For   have   a   better   view   we   visited   and   georreferenciate   Fabio’s  chagras.   They   are   awarded  of  the  role  of  the  women  in  the  chagras  as  the  person  that  know  best  the   territory  and  the  crop.  The  role  of  the  men  is  only  the  heavy  work  like  cleaning  and   burning  the  land  to  establish  a  new  chagra  or  crop.  The  chagra  need  a  lot  of  work   and   almost   every   day   women   work   on   them.   For   constituted   a   new  chagra,   some   members   of   the   community   are   gathered   to   help   with   the   work.   During   summer,   they  burn  the  chagra  to  fertilize  the  soil  and  plant  the  seed.    

 

Fabio  explained  us  the  role  of  a  captain.  The  captain  is  proposed  and  selected  by  the   member  of  the  community.  It  is  not  an  established  period  of  time  or  payment.  The   captain   has   to   solve   problems,   search   projects   for   money   and   be   aware   of   every   aspect  of  the  community.    

 

The   community   boundaries   were   very   difficult   to   establish.   The   members   had   different  opinions  were  the  limits  are  and  they  always  expressed  us  that  they  were   imaginary.   Regardless   the   social   cartography   and   the   interviews,   only   until   Fabio   gave  us  the  Integral  Plan  of  Piracemo  “Plan  integral  de  vida  indígena  comunidad  de   Piracemo  Cano  Cuduyari”  we  have  a  better  idea  where  the  limits  are.  In  the  study   the  limits  are  established  but  the  cardinal  points  are  inverted:  

 

-­‐ Southwest:  a  lagoon  called  the  Gurupera   -­‐ Southeast:  Wacuyari  river  

-­‐ Northeast:  Piracemo  River   -­‐ Northwest:  Paujil  River  

-­‐ North:  Yaiba  flood  land  (Morichal)   -­‐ South:  Nurimu  tawa  

 

The   Gurupera,   Paujil   and   Piracemo   were   easily   determined   on   the   river.   The   Wayucari   river   closed   to   the   Nueva   Reforma   community,   is   a   little   river   that   we   visited  because  the  forest  do  not  let  it  see  from  an  aerial  picture.  But  the  north  and   south  limits  can  only  be  determined  with  the  UAV.  

 

After  7  days  gathered  information,  the  other  team  arrived.  The  interviews  and  visits   gathered   the   information   before   mission   plans   start.   The   second   team   was   composed   of   two   people   and   brought   the   UAVs;   the   Skywalker   and   the   Phantom.   The  next  day  we  gathered  the  community  and  plan  the  flights.  The  community  was   awarded  where  the  UAV  should  flight  to  gather  the  needed  information.    After  one   attempt   the   technical   problems   with   the   Skywalker   were   very   difficult   to   resolve   and   finally   no   fight   was   made   with   it.     We   only   can   flight   over   the   community   because  the  Phantom’s  flight  range.  We  flew  5  times  and  covered  1km2  approximate.      

 

Because  the  climate  and  technical  problems,  we  made  the  last  flights  the  final  day   and   the   draft   orthophotos   cannot   be   processed   to   the   final   socialization.   The   last   night   the   community   was   gathered   in   the   boarding   school   to   do   the   final   socialization.   During   the   meting,   a   projector   was   used   to   view   the   videos   and   the   people  started  to  identify  the  owner  of  the  houses  and  chagras.    

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5.2. Image  processing  and  Geo  Information  Systems    

The  image  processing  was  carried  out  using  professional  software  “Pix4DMapper”   from   Pix4D.   The   images   were   processed   with   the   following   specifications:   100   m   flight  height  and  an  average  air  speed  of  9  m/s  and  a  lateral  overlap.  In  this  case  the   quality  check  was  not  considered.  After  the  processing,  a  Digital  Surface  Model  and   an  Ortho-­‐mosaic  from  residential  area  were  generated  (Figure  4).    

 

Figure  4.  Orthophoto  map  

   

Because  all  the  territory  could  not  be  flight,  a  satellite  image  was  used.  The  satellite   image   of   27000   ha   was   provided   by   Procalculo.   Although   the   satellite   image   does   not  represent  the  actual  status  of  the  land  because  it  was  taken  on  2010,  the  image   was   used   to   establish   an   approximation   of   the   community   boundaries.   As   it   was   mentioned,  the  north  and  south  limits  could  not  be  established  on  the  fieldwork  or   the  satellite  image.  For  that  reason,  we  used  the  Network  Analyst  tool  from  ArcGIS   software   10.2.2   developed   by   Esri,   to   determinate   an   approximate   use   area.   We   made  a  grid  to  establish  the  roads  and  assumed  a  waking    (5  m/s)  and  boat  velocity   (10  m/s).  Also  we  know  that  the  members  have  to  return  to  the  community  by  the   end  of  the  day  and  they  only  work  until  12  pm  because  the  sun  is  too  strong.  With   this  information  we  determinate  a  maximum  of  two  hours  traveling.    

 

As  pilot  test  we  used  the  longest  chagra  in  the  image  (3.5  km  from  the  community)   to   establish   the   time   travel.   Also   we   measured   the   distance   accomplished   in   two   hours  to  draw  the  north  limit  (4  km).  Finally,  the  same  distance  were  use  to  draw   the  south  limit  (Figure  5).    

   

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Figure  5.    Boundaries  determination  procedure    

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The  final  is  3900  ha  (Figure  6).  It  is  important  to  establish  that  the  area  determined  

is  only  an  approximation  of  the  real  area  of  the  community.  Also,  the  roads  used  are   not  the  roads  that  the  community  generally  used  and  the  real  roads  cannot  be  seen   in  the  satellite  image.  

 

Figure  6.  Approximate  community  area  

   

 

After  the  approximate  area  was  established,  we  determined  the  land  use  using  the   Classification   tool   in   ArcGIS.   A   manual   classification   was   made   to   correct   the   classification   because   the   resolution   of   the   image   and   the   similarity   between   the   forest   and   the   established   chagras   (Figure   7,   8   and   9).   Also,   for   the   initial   classification  the  clouds  were  taking  into  account  (Table  1)  and  then  take  out  from   the  final  analysis  (Table  2).    

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Figure  7.  Land  use  classification  

   

Figure  8.  Chagras  land  use  classification  

   

Referencias

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