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La cuenca alta del Río Mapocho James McPhee – Universidad de Chile Santiago,

La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

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Page 1: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

La cuenca alta del Río Mapocho

James McPhee – Universidad de Chile

Santiago,

Page 2: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

C. O. Jorquera et al.74

Fig. 1. Contour map showing the highest altitudes on the Chile-Argentina border, Maipo, San Jose and Tupungato volcanoes and the Aconcagua peak.

The profile ‘AA’ highlights the relief of the region. The principal peaks, rivers and valleys are indicated. The study area is outlined in red.

at UCLA on June 22, 2015http://geea.lyellcollection.org/Downloaded from

Jorquera et al., 2015

Page 3: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 4: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 5: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 6: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 7: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Vegetación

http://andesterrae.com/La%20Paloma/yerba%20loca%20fotos/01-%20partiendo.jpg

http://farm8.staticflickr.com/7396/11611123964_5be6417795.jpg

http://2.bp.blogspot.com/_yB9W0hsRxN8/SD28624nemI/AAAAAAAAAAk/s9YshnveoEk/s1600-h/P4200069.JPG

Page 8: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

C. O. Jorquera et al.76

prepared in the field to ascertain levels of contamination, during

analysis (B1) and 54 (5%) during sample collection (B2).

The CRMs were purchased from the National Water Research

Institute of Canada including TM-27.2 and TM-23.3 (lake water)

for trace elements determined using ICP-MS and TROIS-94 (river

water) for nitrate analysed by IC and physicochemical analyses.

Ideally, 95% of all results for the CRM samples should be between

±2 standard deviations and 99% between ±3 standard deviations

of the certified mean value. The evaluation showed that TM-27.2

had 94% of samples within the acceptable variation and TM-23.3

had 65%, which reflects the overall better accuracy of TM-27.2

over TM-23.3 for ICP-MS. TROIS-94 had 100% of the samples

within the acceptable variability. Only results for Al were signifi-

cantly outside the acceptable variability; its reproducibility was

high with a positive bias of 23% for TM-27.2 and of 36% for

TM-23.3. The difference might be partially caused by signal noise

Fig. 3. Geology simplified from

SERNAGEOMIN (2003).

at UCLA on June 22, 2015http://geea.lyellcollection.org/Downloaded from

C. O. Jorquera et al.76

prepared in the field to ascertain levels of contamination, during

analysis (B1) and 54 (5%) during sample collection (B2).

The CRMs were purchased from the National Water Research

Institute of Canada including TM-27.2 and TM-23.3 (lake water)

for trace elements determined using ICP-MS and TROIS-94 (river

water) for nitrate analysed by IC and physicochemical analyses.

Ideally, 95% of all results for the CRM samples should be between

±2 standard deviations and 99% between ±3 standard deviations

of the certified mean value. The evaluation showed that TM-27.2

had 94% of samples within the acceptable variation and TM-23.3

had 65%, which reflects the overall better accuracy of TM-27.2

over TM-23.3 for ICP-MS. TROIS-94 had 100% of the samples

within the acceptable variability. Only results for Al were signifi-

cantly outside the acceptable variability; its reproducibility was

high with a positive bias of 23% for TM-27.2 and of 36% for

TM-23.3. The difference might be partially caused by signal noise

Fig. 3. Geology simplified from

SERNAGEOMIN (2003).

at UCLA on June 22, 2015http://geea.lyellcollection.org/Downloaded from

Jorquera et al., 2015

Page 9: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Suelos

¿?

Page 10: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Hydro/met observing system in the high Andes

Current coverage (DGA+DMC, pink

circles) is reasonable in the “central

valley” but dramatically low at higher

elevations, where most of the water

accumulation takes place

Page 11: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Mountain observations in Chile

Government-run

• Operational – Point-scale SWE

– Meteorology

– Streamflow

• Research – Glacier mass-balance

Research institutions

• Point-scale SWE

• Snow depth surveys

• Meteorology

• Glacier mass-balance

Private (hydropower, mining)

• Meteorology

• Streamflow

• Glacier mass-balance

Page 12: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 13: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 14: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia
Page 15: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Source DGA, 2004

Page 16: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Source DGA, 2004

Page 17: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

A Little History

Page 18: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

A Little History… paused in 1970

Page 19: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Estación Nivométrica Valle Nevado

Page 20: La cuenca alta del Río Mapocho · 2015. 12. 2. · c a n tly o u ts id e th e a c c e p ta b le v a ria b ility ; its re p ro d u c ib ility w a s h ig h w ith a p o s itiv e b ia

Estación Nivométrica Valle Nevado