Pyrite mine waste and water mapping using Hymap and Hyperion hyperspectral data

Environmental Earth Sciences

Volumn 66, Issue 7, 2012, Pages 1957-1971

  Riaza, A ^a   Buzzi, J ^a   Garcia Melendez E ^b   Vazquez I ^a   Bellido, E ^a   Carrere V ^c   Muller A ^d  

^a INSTITUTO GEOLÓGICO Y MINERO DE ESPAÑA   (Spain)

^b UNIVERSITY OF LEÓN   (Spain)

^c UNIVERSITÉ DE NANTES   (France)

^d GERMAN AEROSPACE CENTER DLR   (Germany)

Author keywords

Acid mine drainage; Geology; Imaging spectroscopy; Mine waste

Indexed keywords

ACID MINE DRAINAGE; ACID WATERS; CHEMICAL COMPOSITIONS; HIGH SPATIAL RESOLUTION; HYPERION; HYPERSPECTRAL; HYPERSPECTRAL DATA; HYPERSPECTRAL IMAGE PROCESSING; IBERIAN PYRITE BELT; IMAGING SPECTROSCOPY; MINE SITE; MINE WASTES; PROCESSING PROCEDURES; PYRITE MINE; PYRITE OXIDATION; SPATIAL RESOLUTION; SULPHIDE ORES; WATER MAPPING;

GEOLOGY; ORE DEPOSITS;

IMAGE PROCESSING;

ACID MINE DRAINAGE; ALGORITHM; DATA SET; MINE WASTE; ORE DEPOSIT; POLLUTION EFFECT; PYRITE; SPATIAL RESOLUTION; SPECTRAL ANALYSIS; SPECTROSCOPY; TAILINGS; WASTE MANAGEMENT;

IBERIAN PENINSULA;

HYPERION;

EID: 84864125886     PISSN: 18666280     EISSN: 18666299     Source Type: Journal    
DOI: 10.1007/s12665-011-1422-0     Document Type: Article

References (42)

1. Anderson JE, Robbins EI (1998) Spectral reflectance and detection of iron-oxide precipitates associated with acidic mine drainage. Photogramm Eng Remote Sens 64: 1201-1208.
2. Brando VE, Dekker AG (2003) Satellite hyperspectral remote sensing for estimating estuarine and coastal water quality. IEEE Trans Geosci Remote Sens 41-6: 1378-1387.
3. Buurman P (1975) In vitro weathering products of pyrite. Geologie Mijnvouw 54: 101-105.
4. Cánovas CR, Olías M, Nieto JM, Sarmiento A, Ceron JC (2007) Hydrogeochemical characteristics of the Tinto and Odiel Rivers (SW Spain). Factors controlling metal contents. Sci Total Environ 373: 363-382.
5. Clark RN, Vance JS, Livo KE (1998) Mineral mapping with imaging spectroscopy: the ray mine, Az. In: Green RO (ed) JPL Publication, Pasadena, 97-21, 67-75.
6. TM airborne hyperspectral sensor: the system, calibration and performance. Paper presented at 1st EARSEL Workshop on Imaging Spectroscopy, Zürich, October 1998.
7. Crowley JK, Williams DE, Hammarstrom JM, Piatak N, Chou I-M, Mars JC (2003) Spectral reflectance properties (0. 4-2. 5 μm) of secondary Fe-oxide, Fe-hydroxide, and Fe-sulphate-hydrate minerals associated with sulphide-bearing mine wastes. Geochemis Explor Environ Anal 3(3): 219-228.
8. Dekker HJ, Hoogenboom AG (1996) Predictive modelling of AVIRIS performance over inland waters, Paper presented at the Sixth Annual JPL Airborne Earth Science Workshop. JPL Publication, Pasadena, 96-4, 1, pp 83-92.
9. Farrand WH, Harsanyi JC (1995) Mineralogic variations in fluvial sediments contaminated by mine tailings as determined from AVIRIS Data, Coeur d'Aldene River, Idaho. Paper presented at AVIRIS Workshop, pp 47-50.
10. Felde GW, Anderson GP, Cooley TW, Matthew MW, Adler-Golden SM, Berk A, Lee J (2003) Analysis of Hyperion data with the FLAASH atmospheric correction algorithm. Paper presented at Geoscience and Remote Sensing Symposium 2003, San Francisco, IGARSS '03 20-1, pp 90-92.
11. Goetz AFH, Ferri M, Kindel B, Zheng Qu (2002) Atmospheric correction of Hyperion data and techniques for dynamic scene correction. Paper presented at Geoscience and Remote Sensing Symposium 2002, Toronto, IGARSS '02. IEEE International, IGARSS 2002, 3, pp 1408-1410. doi: 10. 1109/IGARSS. 2002. 1026132.
12. Jupp DLB (2001) Discussion around Hyperion Data, CSIRO Office of Space Science Applications, Earth Observation Centre, 1-9.
13. Jupp DLB, Datt B, Lovell J, Campbell S, King E (2002) Discussions around Hyperion Data: Background Notes for the Hyperion Data Users Workshop. CSIRO Earth Observation Centre 2002.
14. Karaska MA, Huguenin RL, Beacham JL, Wang MH, Jensen JR, Kaufmann RS (2004) AVIRIS measurements of chlorophyll, suspended minerals, dissolved organic carbon, and turbidity in the Neuse River, North Carolina. Photogramm Eng Remote Sens 70(1): 125-133.
15. Kruse FA, Boardman JW, Livo KE (2004) Using hyperspectral Data for Urban Baseline Studies. Paper presented at 13th JPL Airborne Geoscience Workshop, JPL Publication, Pasadena, 05-3, ftp://popo. jpl. nasa. gov/pub/docs/workshops/04_docs/Kruse-JPL2004_Boulder_Urban. pdf (checked July 2007).
16. Lévesque J, Szeredi T, Staenz K, Singhroy V, Bolton D (1997) Spectral unmixing for monitoring mine tailings site rehabilitation, copper cliff mine, Sudbury, Ontario. Paper presented at the Twelfth International Conference and Workshops on Applied Geologic Remote Sensing, Denver, Colorado, 17-19 November 1997.
17. Mars JC, Crowley JK (2003) Mapping mine wastes and analyzing areas affected by selenium-rich water runoff in southeast Idaho using AVIRIS imagery and digital elevation data. Remote Sens Environ 84(3): 422-436.
18. Montero I, Brimhall G (2002) Multiplatform VIS/SWIR hyperspectral approach to the study of acid mine drainage from abandoned mines. Paper presented at the Annual Meeting Geological Society of America, Denver, 2002.
19. Nieto JM, Sarmiento A, Olías M, Cánovas CR, Riba I, Kalman J, Delvalls A (2007) Acid mine drainage pollution in the Tinto and Odiel rivers (Iberian Pyrite Belt, SW Spain) and bioavailability of the transported metals to the Huelva Estuary. Environ Int 33: 445-455.
20. Nordstrom DK, Alpers, CN (1999) Geochemistry of acid mine waters. In: Plumlee GS, Logsdon MJ (eds) The Environmental geochemistry of mineral deposits. Part A: processes, techniques, and health issues. Reviews in economic geology, 6A, pp 133-160.
21. Olías M, Cánovas CR, Nieto JM, Sarmiento A (2006) Evaluation of the dissolved contaminant load transported by the Tinto and Odiel rivers (SouthWest Spain). Appl Geochem 21: 1733-1749.
22. Ong C, Cudahy T (2002) Deriving quantitative monitoring data related to acid drainage using multi-temporal hyperspectral data. Paper presented at the AVIRIS Workshop 2002.
23. Ong C, Cudahy TJ, Swayze G (2003) Predicting acid drainage related physicochemical measurements using hyperspectral data. Paper presented at the 3rd EARSeL Workshop on Imaging Spectroscopy, Herrsching, 13-16 May 2003.
24. Riaza A, Müller A (2010) Hyperspectral remote sensing monitoring of pyrite mine wastes: a record of climate variability (Pyrite Belt, Spain). Environ Earth Sci 61(3): 575-594. doi: 10. 1007/s12665-009-0368-y.
25. Riaza A, Ong C, Müller A (2007) Pyrite mine wastes hyperspectral monitoring as a tool to detect climate change, Paper presented at the 10th Intl. Symposium on Physical Measurements and Signatures in Remote Sensing, ISPMSRS07, WG VII/1, Davos, Switzerland, 12-14 March 2007.
26. Riaza A, Buzzi J, García-Meléndez E, Carrère V, Sarmiento A, Müller A (2010) River acid mine drainage sink by coastal tides: sediment and water mapping through hyperspectral Hymap data, Presented at EUFAR Workshop on Quantitative Applications on Soil Spectroscopy, Potsdam, Germany, 15-16 April 2010.
27. Riaza A, Garcia-Melendez E, Mueller A (2011) Spectral identification of pyrite mud weathering products: a field and laboratory evaluation. Int J Remote Sens 32(1): 185-208. doi: 10. 1080/01431160903439957.
28. Richter R, Schläpfer D (2002) Geo-atmospheric processing of airborne imaging spectrometry data. Part 2: atmospheric/topographic correction. Int J Remote Sens 23: 2631-2649.
29. RSI (2000) ENVI User's Guide. Research Systems Inc. Publications, Oak Harbor.
30. Sanchez España J, Lopez Pamo E, Santofimia E, Aduvire O, Reyes J, Barettino D (2005) Acid mine drainage in the Iberian Pyrite Belt (Odiel river watershed, Huelva, SW Spain): geochemistry, mineralogy and environmental implications. Appl Geochem 20: 1320-1356.
31. Sares A, Hauff, PhL, Peters DC, Coulter DW, Bird DA, Henderson FB III, Prosh EC (2003) Characterizing sources of acid rock drainage and resulting water quality impacts using hyperspectral remote sensing-examples from the upper Arkansas River Basin, Colorado. Paper presented at the Geospatial Conference, Atlanta (GA, USA), 7-9 December 2004.
32. Sarmiento A, Olías M, Nieto JM, Cánovas CR, Galván L (2006) La degradación de la cuenca del río Odiel (Huelva, España) por drenaje ácido de mina (Huelva, España). Paper presented at V Congreso Ibero, Gestao e Planeamiento da Agua. Faro, Portugal.
33. Sarmiento AM, Nieto JM, Olías M, Cánovas CR (2009) Hydrochemical characteristics and seasonal influence on the pollution by acid mine drainage in the Odiel river Basin (SW Spain). Appl Geochem 24: 697-714.
34. Schläpfer D, Richter R (2002) Geo-atmospheric processing of airborne imaging spectrometry data. Part 1: parametric orthorectification. Int J Remote Sens 23: 2609-2630.
35. Seal RR II, Hammarstrom JM (2003) Geoenvironmental models of mineral deposits: examples from massive sulfide and gold deposits. In: Jambor JL, Blowes DW, Ritchie AIM (eds) Environmental Aspects of Mine-Wastes, Ottawa. Mineralogical Association of Canada, Yellowknife, pp 11-51.
36. Shih T-Y (2004) On the atmospheric correction for a Hyperion scene. Paper presented at 25th Asian Conference & 1th Asain Space Conference on Remote Sensing, Thailand: 1-4 November 22nd-26th, 2004. http://www. gisdevelopment. net/aars/acrs/2004/b_hyper/acrs2004_b2010. asp.
37. Swayze GA, Clark RN, Pearson RM Livo KE (1996) Mapping acid generating minerals at the california gulch superfund site in leadville, colorado using imaging spectroscopy. Paper presented at Summaries of the Sixth annual JPL Airborne Earth Sciences Workshop, Green RO (ed.), JPL Publication, Pasadena, 96-4, March 4-8.
38. Swayze GA, Clark RN, Smith KS, Hageman PL, Sutley SJ, Pearson RM, Rust GS, Briggs PH, Meier AL, Singleton MJ, Roth S (1998) Using imaging spectroscopy to cost-effectively locate acid-generating minerals at mine sites: an example from the California Gulch superfund site. Paper presented at Airborne visible/infrared imaging spectrometer (AVIRIS): 1998 JPL Airborne Geoscience Workshop, Leadville, Colorado, 49-53 1998.
39. Swayze GA, Smith KS, Clark RN, Sutley SJ, Pearson RM, Vance JS, Hageman PhL, Briggs PH, Meier AL, Singleton MJ, Roth S (2000) Using imaging spectroscopy to map acidic mine waste. Environ Sci Technol 34: 47-54.
40. United States Geological Survey (USGS), (2004), EO-1 User Guide, url://http://eo1. usgs. gov/dataproducts/faq. asp#hyperion.
41. Velasco F, Alvaro A, Suarez A, Herrero J, Yusta I (2005) Mapping Fe-bearing sulphate minerals with short wave infrared (SWIR) spectral analysis at San Miguel mine environment, Iberian Pyrite Belt (SW Spain). J Geochem Explor 87: 45-72.
42. Vera JA (ed) (2004) Geologia de España (Geology of Spain). SGE-IGME, Madrid.