ANALYSIS OF EARTH OBSERVATION TIME SERIES TO INVESTIGATE THE RELATION
BETWEEN RAINFALL, VEGETATION DYNAMIC AND STREAMFLOW IN THE UELE’
BASIN (CENTRAL AFRICAN REPUBLIC)
Daniela Stroppiana
1
, Mirco Boschetti
1
, Pietro A. Brivio
1
, Francesco Nutini
1,2
and Etienne Bartholomé
3
1
CNR-IREA, Institute of Electromagnetic Sensing of Environment, Via Bassini 15, Milano, Italy
2
DI.PRO.VE., Department of Crop Science, University of Milano, Via Celoria 2, Milano, Italy
3
EC-JRC, Global Environmental Monitoring Unit, via E. Fermi 1, Ispra, Varese, Italy
ABSTRACT
The hydrology of tropical forests play a key role in
watershed processes such as soil erosion, streamflow and
ground water recharge. However, tropical forests of Africa
are least investigated due to the poor network for data
acquisition. Earth Observations can fill this gap by
providing consistent time series of data. We analyzed trends
of rainfall, vegetation index and river water levels derived
from satellite data for the Uele sub-basin and we pointed out
that rainfall and river water levels are positively correlated
only during the dry season when vegetation activities is low.
The unexpected low correlation during the season of highest
precipitations is due to the role of vegetation, which is
characterized by a significant seasonality also in evergreen
tropical forests. These results underline the importance of
modeling the role of canopy in the interception and
evapotranspiration of the available precipitation in order to
provide reliable information on stream flow dynamics.
Index Terms— River hydrology, Earth Observations,
RFE, NDWI, radar altimeter
1. INTRODUCTION
The role of forests on the hydrology of tropical
ecosystems has attracted the attention of researchers in the
last decades for the impacts that watershed processes (soil
erosion rates, peak and low-flow levels, ground water
recharge rates, and water quality) can have on human lives
[1]. The research debate highlighted substantial ambiguities
and gaps especially in research on the relation between
evopotranspiration (ET), infiltration and the ‘low flow
problem’ [2] and Africa and south Asia have been pointed
as the least investigated regions of the globe.
The African Monitoring of the Environment for
Sustainable Development (AMESD;
http://www.amesd.org/; last access august 2010) initiative
established between the European Commission and the
African Union Commission, has the objective of providing
information on natural resources through Earth Observations
(EOs) in a continent where human lives greatly depend on
the environment. AMESD together with the Natural
Resource Monitoring in Africa (NARMA) of the Geoland2
project are interested in the Central African thematic area
and, in particular, have focused their attention on the use of
satellite data for proper management of water resources of
the Congo River basin. Two operational systems are deemed
of particular importance: a “Low water alert system”. This
service is dedicated to the navigation on the Ubangi, a trans-
boundary river shared by the Central African Republic, the
Republic of Congo and the Democratic Republic of Congo.
The service aims to facilitate the interior navigation by
providing relevant information to boatmen to enable proper
loading of boats to pass the navigation steps on this inter-
States corridor. This early warning system should provide
alarm of possible low water condition several weeks in
advance. However, the system relies on the available
knowledge and information on the complex biophysical
model behind the relationship between forest and the
hydrological cycle. In this framework we analyze the
information which could be brought by EO systems to the
understanding and the description of the relation between
streamflow, rainfall and forest for the Uele sub-basin of the
Ubangi river. EO systems can in fact provide timely and
consistent datasets for hydrological monitoring in very large
and remote areas such as the Congo River basin where other
sources of quantitative information are not available.
2. MATERIALS AND METHODS
2.1. Study area
The study area is focused on the Uele basin which is part
of the Congo river basin, the second largest river basin of
the World after the Amazonian one. The Uele (basin surface
is about 139.700 km2) is the most important tributary of the
Ubangi, also spelled Oubangui, which in turn is the largest
right-bank tributary of the Congo river (Fig. 1). Ubangi river
together with Uele covers more than 2400 km and they
contribute significantly to the transport network for river
boats. Indeed, interior navigation is crucial for those
countries sharing the Congo river basin since other transport
networks (i.e. road and aerial) are not so developed and
reliable. However, in the last 30 years the traffic along the
river network severely decreased partly due to the decrease
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