“…The Pantanal revealed the greatest occurrence of fire foci in relation to the Cerrado and Atlantic Forest. The largest records of fire foci in the Pantanal are caused by longer periods of drought and anthropogenic activities (based on extensive agriculture) - (Teodoro et al, 2015;Teodoro et al, 2016); Thielen et al (2020) analyzed the spatial and temporal dynamics of rainfall and extremes resulting from the Upper Paraguay basin, together with a co-assessment of global sea surface temperature (SST) data; Ivory, McGlue, Spera, Silva, and Bergier (2019) using vegetation and remote sensing climate data to better understand the relationships between rainfall, flood pulse and vegetation in the wetland, rainfall is regionally synchronous, vegetation responses differ based on position in relation to flooded areas , suggests that the importance of the flood pulse time for vegetation productivity in flooded areas means that local conditions in wet areas may be the strongest controls in biogeochemical processes; Oliveira, Pla-Pueyo, and Hackney (2018) studied the natural and social aspects that affected wetlands and possible future impacts due to climate change and the effects of human activities, sensitive to changes in the flood, drought and deforestation regime, intrinsically related to global changes and places in the climate and intensification of livestock activities, which include deforestation and the introduction of cultivated pastures; agricultural transformation and its socioeconomic and cultural implications, (Rossetto, 2009;Wantzen et al, 2008;Calheiros, Oliveira, & Padovani, 2012;Ioris, 2012;Rossetto & Girardi, 2012;Bergier, 2013;Lacerda, 2017;Lacerda & Lima, 2015); conflicts over fishing (Mateus, Penha, & Petrere, 2004;Rossetto & Tocantins, 2015;Alho & Reis, 2017;Ávila, Silva, & Ferraz, 2018;Chiaravalloti, 2017;2019); tourism (Rabelo, Arts, Girard, Ioris, & Figueiredo, 2017;Tortato & Izzo, 2017;Arts et al, 2018); traditional and local ecological knowledge (Calheiros, Seidl, & Ferreira, 2000;Abreu, McManus, & Santos, 2010;Silva, Silveira, & Nogueira, 2014;…”