@Article{LoboCostNovoTelm:2016:DiArSm,
author = "Lobo, Felipe and Costa, Maycira and Novo, Evlyn M{\'a}rcia
Le{\~a}o de Moraes and Telmer, Kevin",
affiliation = "{University of Victoria} and {University of Victoria} and
{Instituto Nacional de Pesquisas Espaciais (INPE)} and {University
of Victoria}",
title = "Distribution of artisanal and small-scale gold mining in the
Tapaj{\'o}s River Basin (Brazilian Amazon) over the past 40 years
and relationship with water siltation",
journal = "Remote Sensing",
year = "2016",
volume = "8",
number = "7",
note = "{Setores de Atividade: Pesquisa e desenvolvimento
cient{\'{\i}}fico.}",
keywords = "gold mining, remote sensing, Tapaj{\'o}s Basin.",
abstract = "An innovative remote sensing approach that combines land-use
change and water quality information is proposed in order to
investigate if Artisanal and Small-scale Gold Mining (ASGM) area
extension is associated with water siltation in the Tapaj{\'o}s
River Basin (Brazil), containing the largest small-scale gold
mining district in the world. Taking advantage of a 40-year period
of the multi-satellite imagery archive, the objective of this
paper is to build a normalized time-series in order to evaluate
the influence of temporal mining expansion on the water siltation
data (TSS, Total Suspended Solids concentration) derived from
previous research. The methodological approach was set to deliver
a full characterization of the ASGM expansion from its initial
stages in the early 1970s to the present. First, based on
IRS/LISSIII images acquired in 2012, the historical Landsat image
database (19732001) was corrected for radiometric and atmospheric
effects using dark vegetation as reference to create a normalized
time-series. Next, a complete update of the mining areas
distribution in 2012 derived from the TerraClass Project (an
official land-use classification for the Brazilian Amazon) was
conducted having IRS/LISSIII as the base map with the support of
auxiliary data and vector editing. Once the ASGM in 2012 was
quantified (261.7 km2 ) and validated with photos, a reverse
classification of ASGM in 2001 (171.7 km2 ), 1993 (166.3 km2 ),
1984 (47.5 km2 ), and 1973 (15.4 km2 ) with the use of Landsat
archives was applied. This procedure relies on the assumption that
ASGM changes in the land cover are severe and remain detectable
from satellite sensors for decades. The mining expansion area over
time was then combined with the (TSS) data retrieved from the same
atmospherically corrected satellite imagery based on the
literature. In terms of gold mining expansion and water siltation
effects, four main periods of ASGM activities were identified in
the study area: (i) 19581977, first occurrence of mining
activities and low water impacts; (ii) 19781993, introduction of
low-budget mechanization associated with very high gold prices
resulting in large mining area expansion and high water siltation
levels; (iii) 19942003, general recession of ASGM activities and
exhaustion of easy-access gold deposits, resulting in decreased
TSS; (iv) 2004 to present, intensification of ASGM encouraged by
high gold prices, resulting in an increase of TSS.",
doi = "10.3390/rs8070579",
url = "http://dx.doi.org/10.3390/rs8070579",
issn = "2072-4292",
label = "lattes: 9857505876280820 3 LoboCostNovoTelm:2016:DiArSm",
language = "en",
urlaccessdate = "25 abr. 2024"
}