Satellite Thermography for Soil Salinity Assessment of Cropped Areas in Uzbekistan

Land Degradation and Development

Volumn 28, Issue 3, 2017, Pages 870-877

  Ivushkin, Konstantin ^a   Bartholomeus, Harm ^a   Bregt, Arnold K ^a   Pulatov, Alim ^b  

^a WAGENINGEN UNIVERSITY   (Netherlands)

^b TASHKENT INSTITUTE OF IRRIGATION AND AGRICULTURAL MECHANIZATION ENGINEERS   (Uzbekistan)

Author keywords

canopy temperature; remote sensing; satellite thermography; soil salinity; vegetation indices

Indexed keywords

COTTON; CROPS; FORESTRY; IMAGE RECONSTRUCTION; PLANTS (BOTANY); RADIOMETERS; REMOTE SENSING; SATELLITE IMAGERY; SATELLITES; SOILS; VEGETATION;

CANOPY TEMPERATURE; DIGITAL ELEVATION MODEL; ENHANCED VEGETATION INDEX; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER SATELLITES; NORMALIZED DIFFERENCE VEGETATION INDEX; REMOTE SENSING TECHNIQUES; SOIL SALINITY; VEGETATION INDEX;

THERMOGRAPHY (IMAGING);

CANOPY; DIGITAL ELEVATION MODEL; MODIS; NDVI; REMOTE SENSING; SALINITY; SATELLITE IMAGERY; VARIANCE ANALYSIS;

UZBEKISTAN;

GOSSYPIUM HIRSUTUM; TRITICUM AESTIVUM;

EID: 85019437399     PISSN: 10853278     EISSN: 1099145X     Source Type: Journal    
DOI: 10.1002/ldr.2670     Document Type: Article

References (69)

1. Abbas A, Khan S, Hussain N, Hanjra MA, Akbar S. 2013. Characterizing soil salinity in irrigated agriculture using a remote sensing approach. Physics and Chemistry of the Earth Parts A/B/C 55-57: 43–52. DOI:10.1016/j.pce.2010.12.004.
2. Akramkhanov A. 2005. The spatial distribution of soil salinity: detection and prediction. Göttingen: Cuvillier; 120.
3. Akramova I. 2008. Mapping spatial distribution of soil salinity using remote sensing and GIS. In Laboratory of Geo-Information Science and Remote Sensing. Wageningen University and Research Centre: Wageningen, The Netherlands; 62.
4. Al-Khaier F. 2003. Soil salinity detection using satellite remote sensing. International institute for Geo-Information science and Earth observation: Enschede, The Netherlands; 61.
5. Aldakheel YY, Elprince AM, Aatti MA. 2006. Mapping vegetation and saline soil using ndvi in arid irrigated lands. In ASPRS 2006 Annual Conference: Reno, Nevada.
6. Allbed A, Kumar L, Aldakheel YY. 2014. Assessing soil salinity using soil salinity and vegetation indices derived from IKONOS high-spatial resolution imageries: applications in a date palm dominated region. Geoderma 230–231: 1–8. DOI:10.1016/j.geoderma.2014.03.025.
7. Álvarez S, Sánchez-Blanco MJ. 2014. Long-term effect of salinity on plant quality, water relations, photosynthetic parameters and ion distribution in Callistemon citrinus. Plant Biology 16: 757–764. DOI:10.1111/plb.12106.
8. Ayers RS, Westcot DW. 1985. Water quality for agriculture. FAO; Rome, Italy; 184.
9. Bannari A, Guedon AM, El-harti A, Cherkaoui FZ, El-ghmari A, Saquaque A. 2007. Slight and moderate saline and sodic soils characterization in irrigated agricultural land using multispectral remote sensing. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 34, (Part XXX).
10. Biber PD. 2006. Measuring the effects of salinity stress in the red mangrove, Rhizophora mangle L. African Journal of Agricultural Research 1: 1–4.
11. Brunner P, Li HT, Kinzelbach W, Li WP. 2007. Generating soil electrical conductivity maps at regional level by integrating measurements on the ground and remote sensing data. International Journal of Remote Sensing 28: 3341–3361. DOI:10.1080/01431160600928641.
12. Bucknall J, Klytchnikova I, Lampietti J, Lundell M, Scatasta M, Thurman M. 2003. Irrigation in Central Asia. Social, economic and environmental considerations. World Bank. 104.
13. Dehni A, Lounis M. 2012. Remote sensing techniques for salt affected soil mapping: application to the Oran Region of Algeria. Procedia Engineering 33: 188–198. DOI:10.1016/j.proeng.2012.01.1193.
14. Ding JL, Wu MC, Tiyip T. 2011. Study on soil salinization information in arid region using remote rensing technique. Agricultural Sciences in China 10: 404–411. DOI:10.1016/s1671-2927(11)60019-9.
15. Douaoui AEK, Nicolas H, Walter C. 2006. Detecting salinity hazards within a semiarid context by means of combining soil and remote-sensing data. Geoderma 134: 217–230. DOI:10.1016/j.geoderma.2005.10.009.
16. Elhaddad A, Garcia LA. 2009. Remote sensing application in agriculture. In Using remote sensing to estimate soil salinity and evapotranspiration. VDM Publishing House Ltd.; Beau-Bassin Rose-Hill, Mauritius; 111.
17. Farifteh J, van der Meer F, van der Meijde M, Atzberger C. 2008. Spectral characteristics of salt-affected soils: a laboratory experiment. Geoderma 145: 196–206. DOI:10.1016/j.geoderma.2008.03.011.
18. Fernández-Buces N, Siebe C, Cram S, Palacio JL. 2006. Mapping soil salinity using a combined spectral response index for bare soil and vegetation: a case study in the former lake Texcoco, Mexico. Journal of Arid Environments 65: 644–667. DOI:10.1016/j.jaridenv.2005.08.005.
19. Gómez-Acata ES, Valencia-Becerril I, Valenzuela-Encinas C, Velásquez-Rodríguez AS, Navarro-Noya YE, Montoya-Ciriaco N, Suárez-Arriaga MC, Rojas-Valdez A, Reyes-Reyes BG, Luna-Guido M, Dendooven L. 2016. Deforestation and cultivation with maize (Zea mays L.) has a profound effect on the bacterial community structure in soil. Land Degradation & Development 27: 1122–1130. DOI:10.1002/ldr.2328.
20. Gómez-Bellot MJ, Nortes PA, Sánchez-Blanco MJ, Ortuño MF. 2015. Sensitivity of thermal imaging and infrared thermometry to detect water status changes in Euonymus japonica plants irrigated with saline reclaimed water. Biosystems Engineering 133: 21–32. DOI:10.1016/j.biosystemseng.2015.02.014.
21. Goskomgeodezkadastr. 2010. Atlas of soil cover of Republic of Uzbekistan (in Russian): Tashkent, Uzbekistan. 44.
22. Grant OM, Tronina Ł, Jones HG, Chaves MM. 2007. Exploring thermal imaging variables for the detection of stress responses in grapevine under different irrigation regimes. Journal of Experimental Botany 58: 815–825. DOI:10.1093/jxb/erl153.
23. Hack-ten Broeke MJD, Kroes JG, Bartholomeus RP, van Dam JC, de Wit AJW, Supit I, Walvoort DJJ, van Bakel PJT, Ruijtenberg R. 2016. Quantification of the impact of hydrology on agricultural production as a result of too dry, too wet or too saline conditions. SOIL 2: 391–402. DOI:10.5194/soil-2-391-2016.
24. Hackl H, Baresel JP, Mistele B, Hu Y, Schmidhalter U. 2012. A comparison of plant temperatures as measured by thermal imaging and infrared thermometry. Journal of Agronomy and Crop Science 198: 415–429. DOI:10.1111/j.1439-037X.2012.00512.x.
25. Hamzeh S, Naseri AA, AlaviPanah SK, Bartholomeus H, Herold M. 2016. Assessing the accuracy of hyperspectral and multispectral satellite imagery for categorical and quantitative mapping of salinity stress in sugarcane fields. International Journal of Applied Earth Observation and Geoinformation 52: 412–421. DOI:10.1016/j.jag.2016.06.024.
26. Hamzeh S, Naseri AA, AlaviPanah SK, Mojaradi B, Bartholomeus HM, Clevers JGPW, Behzad M. 2013. Estimating salinity stress in sugarcane fields with spaceborne hyperspectral vegetation indices. International Journal of Applied Earth Observation and Geoinformation 21: 282–290. DOI:10.1016/j.jag.2012.07.002.
27. Hillel D, Feinerman E. 2000. Salinity management for sustainable irrigation : integrating science, environment, and economics. World Bank: Washington, DC.
28. Howari FM. 2003. The use of remote sensing data to extract information from agricultural land with emphasis on soil salinity. Australian Journal of Soil Research 41: 1243–1253. DOI:10.1071/SR03033.
29. Howell TA, Hatfield JL, Yamada H, Davis KR. 1984. Evaluation of cotton canopy temperature to detect crop water stress. Transactions of the American Society of Agricultural Engineers 27: 84–88.
30. Hussain S, Luro F, Costantino G, Ollitrault P, Morillon R. 2012. Physiological analysis of salt stress behaviour of citrus species and genera: low chloride accumulation as an indicator of salt tolerance. South African Journal of Botany 81: 103–112. DOI:10.1016/j.sajb.2012.06.004.
31. IBM Corp. 2015. IBM SPSS statistics for Windows, version 23·0. IBM Corp.: Armonk, NY.
32. James RA, Rivelli AR, Munns R, Sv C. 2002. Factors affecting CO2 assimilation, leaf injury and growth in salt-stressed durum wheat. Functional Plant Biology 29: 1393–1403. DOI:10.1071/FP02069.
33. Jimenez MS, Gonzalez-Rodriguez AM, Morales D, Cid MC, Socorro AR, Caballero M. 1997. Evaluation of cholorophyll fluorescence as a tool for salt stress detection in roses. Photosynthetica 33: 291–301. DOI:10.1023/A:1022176700857.
34. Judkins G, Myint S. 2012. Spatial variation of soil salinity in the Mexicali Valley, Mexico: application of a practical method for agricultural monitoring. Environ Manage 50: 478–489. DOI:10.1007/s00267-012-9889-3.
35. Karavanova EI, Shrestha DP, Orlov DS. 2001. Application of remote sensing techniques for the study of soil salinity in semi-arid Uzbekistan. In Response to land degradation, Bridges EM et al. (eds). Oxford & IBH Publishing Co. Pvt. Ltd.: New Delhi, India; 261–273.
36. Kluitenberg GJ, Biggar JW. 1992. Canopy temperature as a measure of salinity stress on sorghum. Irrigation Science 13: 115–121. DOI:10.1007/bf00191053.
37. Li G, Wan S, Zhou J, Yang Z, Qin P. 2010. Leaf chlorophyll fluorescence, hyperspectral reflectance, pigments content, malondialdehyde and proline accumulation responses of castor bean (Ricinus communis L.) seedlings to salt stress levels. Industrial Crops and Products 31: 13–19. DOI:10.1016/j.indcrop.2009.07.015.
38. Mashimbye ZE, Cho MA, Nell JP, De Clercq WP, Van Niekerk A, Turner DP. 2012. Model-based integrated methods for quantitative estimation of soil salinity from hyperspectral remote sensing data: a case study of selected South African soils. Pedosphere 22: 640–649. DOI:10.1016/s1002-0160(12)60049-6.
39. Melendez-Pastor I, Navarro-Pedreño J, Koch M, Gómez I. 2010. Applying imaging spectroscopy techniques to map saline soils with ASTER images. Geoderma 158: 55–65. DOI:10.1016/j.geoderma.2010.02.015.
40. Metternicht G, Zinck JA. 2009. Remote sensing of soil salinization impact on land management. CRC Press: Boca Raton, FL; 374.
41. Metternicht GI, Zinck JA. 2003. Remote sensing of soil salinity: potentials and constraints. Remote Sensing of Environment 85: 1–20. DOI:10.1016/s0034-4257(02)00188-8.
42. Munns R, Tester M. 2008. Mechanisms of salinity tolerance. Annual Review of Plant Biology 59: 651–681. DOI:10.1146/annurev.arplant.59.032607.092911.
43. Noroozi AA, Homaee M, Farshad A. 2012. Integrated application of remote sensing and spatial statistical models to the identification of soil salinity: a case study from Garmsar Plain, Iran. Environmental Sciences 9: 59–74.
44. Novara A, Rühl J, La Mantia T, Gristina L, La Bella S, Tuttolomondo T. 2015. Litter contribution to soil organic carbon in the processes of agriculture abandon. Solid Earth 6: 425–432. DOI:10.5194/se-6-425-2015.
45. Oo AN, Iwai CB, Saenjan P. 2015. Soil properties and maize growth in saline and nonsaline soils using cassava-industrial waste compost and vermicompost with or without earthworms. Land Degradation & Development 26: 300–310. DOI:10.1002/ldr.2208.
46. Panagea IS, Daliakopoulos IN, Tsanis IK, Schwilch G. 2016. Evaluation of promising technologies for soil salinity amelioration in Timpaki (Crete): a participatory approach. Solid Earth 7: 177–190. DOI:10.5194/se-7-177-2016.
47. Peñuelas J, Isla R, Filella I, Araus JL. 1997. Visible and Near-Infrared Reflectance Assessment of Salinity Effects on Barley. Crop Science: 37. DOI:10.2135/cropsci1997.0011183X003700010033x.
48. Percival GC. 2005. Identification of foliar salt tolerance of woody perennials using chlorophyll fluorescence. HortScience 40: 1892–1897.
49. Platonov A, Noble A, Kuziev R. 2013. Soil salinity mapping using multi-temporal satellite images in agricultural fields of Syrdarya province of Uzbekistan. In Developments in soil salinity assessment and reclamation: innovative thinking and use of marginal soil and water resources in irrigated agriculture, Shahid, SA, et al. (eds). Springer Science + Business Media Dordrecht; Dordrecht, the Netherlands; 87–98.
50. Rahnama A, James RA, Poustini K, Munns R. 2010. Stomatal conductance as a screen for osmotic stress tolerance in durum wheat growing in saline soil. Functional Plant Biology 37: 255–263. DOI:10.1071/fp09148.
51. Scudiero E, Skaggs TH, Corwin DL. 2015. Regional-scale soil salinity assessment using Landsat ETM+ canopy reflectance. Remote Sensing of Environment 169: 335–343. DOI:10.1016/j.rse.2015.08.026.
52. Setia R, Lewis M, Marschner P, Raja Segaran R, Summers D, Chittleborough D. 2013. Severity of salinity accurately detected and classified on a paddock scale with high resolution multispectral satellite imagery. Land Degradation & Development 24: 375–384. DOI:10.1002/ldr.1134.
53. Seutloali KE, Beckedahl HR. 2015. Understanding the factors influencing rill erosion on roadcuts in the south eastern region of South Africa. Solid Earth 6: 633–641. DOI:10.5194/se-6-633-2015.
54. Shirokova Y, Forkutsa I, Sharafutdinova N. 2000. Use of electrical conductivity instead of soluble salts for soil salinity monitoring in Central Asia. Irrigation and Drainage Systems 14: 199–205. DOI:10.1023/A:1026560204665.
55. Sidike A, Zhao S, Wen Y. 2014. Estimating soil salinity in Pingluo County of China using QuickBird data and soil reflectance spectra. International Journal of Applied Earth Observation and Geoinformation 26: 156–175. DOI:10.1016/j.jag.2013.06.002.
56. Squires VR, Glenn EP. 2004. Salination, desertification, and soil erosion. In The role of food, agriculture, forestry and fisheries in human nutrition, Squires VR (ed). UNESCO, EOLSS Publishers: Oxford,UK.
57. State Research Institute of Soil Science and Agrochemistry. 2005. Arable soils of Syrdarya and Jizzakh (In Uzbek). Fan: Tashkent, Uzbekistan; 265.
58. UNDP. 2009. National irrigated land reclamation fund capacity development, project document, 54.
59. Urrestarazu M. 2013. Infrared thermography used to diagnose the effects of salinity in a soilless culture. Quantitative InfraRed Thermography Journal 10: 1–8. DOI:10.1080/17686733.2013.763471.
60. US Salinity Laboratory Staff. 1954. Diagnosis and improvement of saline and alkaline soils (agriculture handbook no. 60). Government Printing Office: Washington, DC.
61. V.V. Dokuchaev Soil Science Institute. 1970. Methodological guidelines on melioration of solonetz and accounting of salt affectes soils (in Russian). Moscow: Kolos.
62. Wang F, Chen X, Luo G, Ding J, Chen X. 2013. Detecting soil salinity with arid fraction integrated index and salinity index in feature space using Landsat TM imagery. Journal of Arid Land 5: 340–353. DOI:10.1007/s40333-013-0183-x.
63. Wang Q, Li P, Chen X. 2012. Modeling salinity effects on soil reflectance under various moisture conditions and its inverse application: a laboratory experiment. Geoderma 170: 103–111. DOI:10.1016/j.geoderma.2011.10.015.
64. Wankhade SD, Cornejo MJ, Mateu-Andrés I, Sanz A. 2013. Morpho-physiological variations in response to NaCl stress during vegetative and reproductive development of rice. Acta Physiologiae Plantarum 35: 323–333. DOI:10.1007/s11738-012-1075-y.
65. World Bank. 2007. Integrating environment into agriculture and forestry. Progress and prospects in Eastern Europe and Central Asia. Uzbekistan, 12.
66. Young J, Udeigwe TK, Weindorf DC, Kandakji T, Gautam P, Mahmoud MA. 2015. Evaluating management-induced soil salinization in golf courses in semi-arid landscapes. Solid Earth 6: 393–402. DOI:10.5194/se-6-393-2015.
67. Yu R, Liu T, Xu Y, Zhu C, Zhang Q, Qu Z, Liu X, Li C. 2010. Analysis of salinization dynamics by remote sensing in Hetao Irrigation District of North China. Agricultural Water Management 97: 1952–1960. DOI:10.1016/j.agwat.2010.03.009.
68. Zhang F, Tiyip T, Ding J, Kung H, Johnson VC, Sawut M, Tashpolat N, Gui D. 2012. Studies on the reflectance spectral features of saline soil along the middle reaches of Tarim River: a case study in Xinjiang Autonomous Region, China. Environmental Earth Sciences 69: 2743–2761. DOI:10.1007/s12665-012-2096-y.
69. Zribi M, Baghdadi N, Nolin M. 2011. Remote sensing of soil. Applied and Environmental Soil Science 2011: 1–2. DOI:10.1155/2011/904561.