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Raphael J. Nawrotzki, Fernando Riosmena, Lori M. Hunter, and Daniel M. Runfola

                                      land in Mexico was irrigated in 2000 (Carr, Lopez and Bilsborrow, 2009). As such, we
                                      assume an agricultural pathway in which climate change impacts agricultural production,
                                      leading to livelihood instabilities (Black, Adger, Arnell et al., 2011a).
                                        In response to livelihood uncertainties, households may employ migration as a house-
                                      hold-level risk management strategy (Massey, Arango, Hugo et al., 1993). A household
                                      may send a  migrant to an international destination to  access a stable income  stream
                                      through  remittances, which is independent  of the local climate and  market  conditions
                                      (Stark and  Bloom, 1985). A number of studies have explored the relationship between
                                      climate and migration from Mexico and found a significant relationship between rainfall
                                      decline and international outmigration, largely from rural areas with established transna-
                                      tional  networks  (Feng  and  Oppenheimer,  2012;  Hunter,  Murray  and Riosmena, 2013;
                                      Nawrotzki, Riosmena and Hunter, 2013). However, no studies have been done to investi-
                                      gate whether climate change is associated  with  undocumented  versus documented/legal
                                      migrations.
                                        Insights from related  literatures suggest that climate change  may influence undocu-
                                      mented migrations in different ways than documented migrations. If climatic shocks such
                                      as droughts impair the livelihoods of rural farmers, households may not have sufficient
                                      time for visa applications, a process which could take years to complete (Papademetrious
                                      and Terrazas, 2009) and would instead choose the more rapid path of undocumented bor-
                                      der crossing. This assumption is in line with the literature on migratory responses to the
                                      impact of economic recessions. Historical evidences suggest that economic crises in Mex-
                                      ico have resulted in surges of undocumented  migration to the U.S.  (Hanson and Spili-
                                      mbergo, 1999). Likewise, unauthorized movement is also much more responsive to eco-
                                      nomic crises  in the U.S. than  movement through legal immigration  channels  (Papade-
                                      metrious and Terrazas, 2009). In a similar way, climatic shocks may indirectly influence
                                      migration dynamics through its impacts on various economic sectors (Boyd and Ibarraran,
                                      2009)  and therefore disproportionately  drive undocumented  migrations. Shedding some
                                      light on this unsolved puzzle, this paper investigated whether climate change and variabil-
                                      ity  more  strongly  influences  undocumented  versus  documented  migrations  from rural
                                      Mexico to the U.S.

                                      2. Data and Methods

                                      2.1 Data
                                      We combined detailed  migration histories from the Mexican Migration Project (MMP)
                                      (Massey, 1987)  with daily temperature and precipitation information obtained from the
                                      Global Historical Climate Network (GHCN) (Menne, Durre, Vose et al., 2012) from 214
                                      weather stations across Mexico. Both data sets undergo rigorous quality checks and have
                                      been used in a wide range of published research (Alexander, Zhang, Petersen et al., 2006;
                                      Hunter, Murray and Riosmena, 2013; Massey, Durand and Pren, 2015; Wu, 2015). The
                                      MMP started collecting data in 1982 and selects between two and five communities each
                                      year, interviewing a random sample of 200 households in each community (Massey, 1987).
                                      For this study, we employed data from MMP waves 1987–2013, resulting in an analytical
                                      sample of 7,062 households located in 68 rural municipalities. Although not strictly na-
                                      tionally representative, validation exercises have demonstrated that the MMP very accu-
                                      rately  reflects the characteristics and behavior of international  migrants  (Massey and
                                      Capoferro, 2004).
                                        The MMP data contains a wealth of sociodemographic information on all household
                                      members and most importantly for this study, about the year of the first move to the U.S.
                                      and the documentation status during that particular trip. This retrospective information on

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