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APPLICATION OF REMOTE
SENSING INTO WASTELAND
MAPPINGS
INTRODUCTION
 Management of natural resources, especially land resources, is the
key to attain food , water and environmental security.
 This has special relevance since per capita availability of
agricultural land in India is decreasing rapidly due to population
growth, Industrialization and urbanization.
 Remote Sensing and Geographic Information System (GIS) have
proved to be powerful tools in the field of inventory and
management of land and water resources.
REMOTE SENSING
 Remote sensing is the art and science of recording, measuring, and analyzing
information about a phenomenon from a distance i.e. taking the picture of a place
without having physical contact.
 Remote sensing uses sensors and all these sensors are mounted on platforms such as
helicopters, planes, and satellites that make it possible for the sensors to observe the
Earth from above.
 Remote sensors collect data by detecting the energy that is reflected from Earth.
Land use/ Land cover
 The land use/cover classes like agricultural land; builtup land; forest cover; grass/
grazing land, wasteland (salt affected land, barren rock/stony waste) etc were
identified and delineated.
 The study of land use is important not only in agriculturally dominated, over
populated developing regions but throughout the world because of its relationship
with different human phenomena.
 It has been observed that, remote sensing technique is the most efficient scientific
tool in conjunction with ground truth and toposheet for collection of spatial
information and very useful in identification, classification and mapping of the
land use units
Wasteland
 Wastelands are deteriorating for lack of appropriate soil & water management or
on account of natural causes that can be brought under vegetative cover with
reasonable effort (Basavarajappa et al., 2015a).
 Wastelands develop naturally or due to influence of environment, chemical and
physical properties of the soil, management constraints and due to mining
activities for over demand of economic minerals (Basavarajappa et al., 2015b).
 The government of India describes wasteland as “a degraded land which can be
brought under vegetative cover, with reasonable effort, and which is currently
underutilized, and land which is deteriorating for lack of appropriate water and
soil management or on account of natural causes”.
 Polluted wasteland
• Wastelands
Wasteland Mapping
 Ecologically the value of wastelands is so precious that it cannot be
measured by any monetary price.
 Desired one third of geographical area under forest, climate & soil
protection, secure and economically and ecologically viable energy
supply, biological diversity, increasing biomass can be achieved by
reclaiming wastelands.
 It will also help in creation of rural employment, strengthening of
rural infrastructure and social development & equity.
 Therefore, management of land resources is essential for both continued
agricultural productivity and protection for the environment.
 This requires an inventory of degraded lands to initiate appropriate reclamation /
treatment plans.
 It is very necessary to bring all the wastelands under productive and sustainable
use through the programs like afforestation, pasture development, cropping
pattern and other economic use.
 For this purpose reliable database on type, extent, location, morphogenesis,
ownership of wastelands are required and it is also necessary to categorize the
wastelands in accordance with their intrinsic characteristics and causative factors.
WASTELAND GENERATION PROCESS
 Wasteland generation is a complex ensemble of surface processes. The
problems of land degradation are on the rise.
 Land degradation due to desertification, soil salinity, water logging,
flooding, droughts, excessive soil erosion due to deforestation and
unscientific agricultural practices have resulted in the creation of
wastelands.
 The information on the extent and spatial distribution of various kinds of
wastelands is thus essential for strategic planning of development. Remote
sensing identified some possible reasons for generation of wasteland in the
country is as follow:
Water Erosion:
 The most widespread cause of land degradation and occurs widely
in all agro-climatic zones. The displacement of soil material by
water can result in either loss of topsoil or terrain deformation or
both.
 This category includes processes such as splash erosion, sheet
erosion, rill and gully erosion.
 The result is more loss of fertile topsoil and plant nutrients. In some
cases where subsoil has kantars, lime nodules, etc will get exposed
on the top thereby altering the pH regime of the surface soil and
subsequent nutrient holding capacity and their availability to plants.
Wind Erosion:
 It implies uniform displacement of topsoil by wind action. It can result in loss of
topsoil and the deposition of the eroded material elsewhere leads to formation of
dunes.
 The uniform displacement of topsoil by wind action occurs in thin layers/ sheets.
The uneven displacement of soil material by wind action leads to deflation
hollows and the dunes.
 The lifted medium to coarse soil particles may reduce the productivity of adjacent
fertile land when they are deposited in the form of sand castings.
Water logging:
 Water logging is considered as physical deterioration of land.
 It is affected by excessive ponding/logging of water for quite some period and
affects the productivity of land or reduces the choice of taking crops.
 Either because of topography, flooding or poor drainage condition, and water
logging occurs in some areas.
Salinization/Alkalization:
 Salinization and alkalization are problems of semiarid and arid
areas. They could be of natural or manmade.
 This is a major problem resulting in the desiccation of plants due to
high osmotic potential exerted on plant because of high
concentration of salts. While, salinization is mostly associated with
the coastal areas and younger alluvial plains, alkalization happens
mostly in inlands and older alluvial plains.
 Generally, alkalization is associated with water logging due to poor
permeability of 4 soil by the presence of sodium. Salinization can
result from improper management of canal irrigation water, resulting
in the rise of the water table.
Acidification:
 Any soil process or management practices which lead to the buildup of
hydrogen cations (also called protons) in the soil will result in soil
acidification.
 It also occurs when base cations such as Calcium, Magnesium, Potassium
and Sodium are lost from the soil leading to high hydrogen ion
concentration. This results in decrease of soil pH (using pH scale of
Alkalinity and Acidity) below 6.5.
 Increasing acidity through selective removal of calcium cations on the
exchange complex affects the balance in nutrient availability. It generally
occurs in regions of very high rainfall.
Glacial:
 These are the areas under perpetual snow covered areas. It degrades an area by
two processes, namely frost heaving and frost shattering.
 Frost heaving is defined as a process in glacial and periglacial environment where
intense frost action and freezing of water evolves peculiar forms of rock, regolith
and soil.
 The water crystallizes to ice below the surface horizon leading to micro-relief
variations on the surface. This process affects the germination and root growth of
several crops thereby limiting the productivity of land. Generally, these regions
remain fallow during winters.
Anthropogenic:
 Human economic activities like mining, industries, etc., have also contributed to
decreased biological productivity, diversity and resilience of the land.
 Mining, brick kiln activities and industrial effluent affected areas are included
under this type of degradation. Nutrient depletion or nutrient mining from fertile
agricultural fields, without replacement through manure or fertilizer, results in
nutrient deficiencies.
 Hence, the top fertile soil is almost permanently lost, if not properly conserved.
Chemical toxicity from industrial effluents and soil contaminated with poisonous
chemicals affects the plant growth significantly.
Others:
 Some of the degraded lands, which could not be included in the
above type of land degradation, are included here.
 They are mass movement/ mass wastage, barren, rocky/stony waste
areas, riverine sand areas, sea ingression areas.
REMOTE SENSING AND WASTELAND
MAPPING
 Information on geographical location, aerial extent and spatial distribution
of wastelands is essential for their effective management and sustainable
development.
 Among the new technologies emerged for studying natural resources,
remote and Geographical Information System (GIS) are effective
technologies for detecting, assessing, mapping, and monitoring the
wastelands.
 To study the spatial dynamics of wastelands, and to evaluate the utility of
high resolution satellite data for wasteland mapping, the IRS P6 satellite
data(23.5x 23.5 m) and topographical maps are generally used (Scale =
1:50000).
 The application of remotely sensed data in mapping degraded lands
space borne sensors started with the launch of the first Earth
Resources Technology Satellite (ERTS-1 / Landsat-1).
 However, the satellites Landsat-TM, SPOT and Indian Remote
Sensing (IRS) Satellites with better spatial and spectral resolution,
enabled to map and monitor degraded lands more efficiently.
 For detection of temporal changes in the wastelands, two period data
sets i.e IRS, Linear Imaging Self- Scanning (LISS III) are used.
 The geoData base generated using Arc GIS and on screen
digitization techniques, shows the type, extent and spatial
distribution of different wasteland categories present in the area.
 The procedure involved in wasteland mapping using satellite data
consists of input data, preparatory work and methodology.
 The 6 methodology normally adopted for mapping at any scale
consists of preparation of base map, on –line (visual interpretation
of satellite data, development of legend, ground truth collection,
analysis of soil samples, classification of degradation classes and
finalization of maps in light of field information and analytical data.
• Figure: An overview of Wasteland mapping
methodology (NRSC, 2000).
 Geocoded FCC products on 1:50000 scales are used for visual interpretation.
 The Image characteristics, such as colour, tone, texture, pattern, shape, size,
location and association enable one to identify and delineate different types of
wastelands.
 These delineations, however, are tentative and subject to confirmation in the field.
Therefore, ground truth forms a vital input to mapping with remote sensing data.
 The dynamic nature of wasteland categories warrants the uses of multi-season
satellite data for their accurate delineation. Hence, such images need to be geo-
referenced in a common coordinate and projection system.
 GIS proved to be an effective tool in handling spatial data available at different
scales, voluminous point data such as soil information, rainfall, temperature etc.
and socioeconomic data and to perform integrated analysis of data on various
resources of any region and to arrive at optimum solutions for various problems.
Project involved
 In 1991, the Ministry of Environment and Forest (MoEF) embarked
upon an ambitious project to apply GIS technology for Wasteland
Management.
 This was based on prior work carried in 1986 when the Department
of Science (DoS) under the National Wasteland Identification
Project developed detailed Wasteland maps of 147 districts in the
country with a 1:50000 Scale.
 In this project, a Task Force was identified to evolve a suitable
wasteland classification system.
Categories of Wastelands
Cultivable
 gullied and/or ravined land
 upland with or without scrub
 water-logged and marshy land
 land affected by salinity/alkalinity
(coastal or inland)
 areas of shifting cultivation
 sandy areas (desert or coastal)
 mining/industrial wasteland
 underutilized/degraded notified
forest land
 degraded pastures/grazing land
 degraded land under plantation
crops
Non- Cultivable
 barren rocky wastes and sheet-rock
areas
 steeply-sloping areas
 snowhvered and/or glacial areas
Nationwide Wasteland Mappings
 Reliable Information on Wastelands of the country is important for scientific
planning and development. National level wastelands mapping was taken up by
ISRO at the behest of Dept. of Land Resources (DoLR), Ministry of Rural
Development (MoRD), Govt. of India. Four mapping cycles of wastelands has
been prepared using IRS data at 1:50000 scale during the timeframe 1986 to 2009.
 Using LISS-III data acquired during 2015-2016, the fifth cycle of wasteland
mapping has also been prepared. Concurrently, the changes with reference to the
wastelands status of 2008-09 has been carried out.
 There is a decreasing trend with regard to wastelands as compared to 1986 and
most of these are converted into agriculture, plantation, built-up etc.
EXTENT AND DISTRIBUTION OF WASTELAND IN INDIA
Wastelands map of India (generated
using LISS-III data of 2015-16)
• About 63.85 million hectares of land, which account for 20.17% of
the total geographical area(328.72 hectares) exist as wastelands in
India.
• According to the NRSC report, there are 2.42 million hectares (17%)
of wastelands in Tamill Nadu.
• Bhuvan geoportal provides online access to digitial data for query
and analysis.
Wasteland Reclamation
 Reclamation is the process by which derelict or highly degraded lands are
returned to productivity, and by which some measure of biotic function and
productivity is restored.
 Long term mine spoil reclamation requires the establishment of stable nutrient
cycles from plant growth and microbial processes
 There are many approaches to land and vegetation rehabilitation. These depend on
severity of damage to the land resource, the goals of rehabilitation and availability
of resources for repairing the damage. The most intensive rehabilitation is
sometimes termed reclamation
Methods of Wasteland Reclamation
Some methods for the reclamation of wastelands are ,
 Gullied and/or ravenous land- Levelling of gullies or ravenies
Construction of Check dams
 Upland with / without shrub - Contour bunding, Contour trenching, Contour terracing
 Degraded or underutilized forest land – Regulate grazing activity , Restrict illegal forest
felling
 Wetland – Passage to the logged water
Conclusion
 The RS/GIS technology is the master tool in managing the
Wastelands , starting from mapping, characterization, possible
reasons, protection and reclamation of wastelands.
 At each step of management RS/GIS are economically sound,
speedy and accurate method.
 Generation of human resource and skilled personal having proper
training on RS/ GIS can contribute a lot in the entire process.
Thank you..

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Application of Remote sensing in wasteland Mappings.pptx

  • 1. APPLICATION OF REMOTE SENSING INTO WASTELAND MAPPINGS
  • 2. INTRODUCTION  Management of natural resources, especially land resources, is the key to attain food , water and environmental security.  This has special relevance since per capita availability of agricultural land in India is decreasing rapidly due to population growth, Industrialization and urbanization.  Remote Sensing and Geographic Information System (GIS) have proved to be powerful tools in the field of inventory and management of land and water resources.
  • 3. REMOTE SENSING  Remote sensing is the art and science of recording, measuring, and analyzing information about a phenomenon from a distance i.e. taking the picture of a place without having physical contact.  Remote sensing uses sensors and all these sensors are mounted on platforms such as helicopters, planes, and satellites that make it possible for the sensors to observe the Earth from above.  Remote sensors collect data by detecting the energy that is reflected from Earth.
  • 4.
  • 5. Land use/ Land cover  The land use/cover classes like agricultural land; builtup land; forest cover; grass/ grazing land, wasteland (salt affected land, barren rock/stony waste) etc were identified and delineated.  The study of land use is important not only in agriculturally dominated, over populated developing regions but throughout the world because of its relationship with different human phenomena.  It has been observed that, remote sensing technique is the most efficient scientific tool in conjunction with ground truth and toposheet for collection of spatial information and very useful in identification, classification and mapping of the land use units
  • 6.
  • 7. Wasteland  Wastelands are deteriorating for lack of appropriate soil & water management or on account of natural causes that can be brought under vegetative cover with reasonable effort (Basavarajappa et al., 2015a).  Wastelands develop naturally or due to influence of environment, chemical and physical properties of the soil, management constraints and due to mining activities for over demand of economic minerals (Basavarajappa et al., 2015b).  The government of India describes wasteland as “a degraded land which can be brought under vegetative cover, with reasonable effort, and which is currently underutilized, and land which is deteriorating for lack of appropriate water and soil management or on account of natural causes”.
  • 9. Wasteland Mapping  Ecologically the value of wastelands is so precious that it cannot be measured by any monetary price.  Desired one third of geographical area under forest, climate & soil protection, secure and economically and ecologically viable energy supply, biological diversity, increasing biomass can be achieved by reclaiming wastelands.  It will also help in creation of rural employment, strengthening of rural infrastructure and social development & equity.
  • 10.  Therefore, management of land resources is essential for both continued agricultural productivity and protection for the environment.  This requires an inventory of degraded lands to initiate appropriate reclamation / treatment plans.  It is very necessary to bring all the wastelands under productive and sustainable use through the programs like afforestation, pasture development, cropping pattern and other economic use.  For this purpose reliable database on type, extent, location, morphogenesis, ownership of wastelands are required and it is also necessary to categorize the wastelands in accordance with their intrinsic characteristics and causative factors.
  • 11. WASTELAND GENERATION PROCESS  Wasteland generation is a complex ensemble of surface processes. The problems of land degradation are on the rise.  Land degradation due to desertification, soil salinity, water logging, flooding, droughts, excessive soil erosion due to deforestation and unscientific agricultural practices have resulted in the creation of wastelands.  The information on the extent and spatial distribution of various kinds of wastelands is thus essential for strategic planning of development. Remote sensing identified some possible reasons for generation of wasteland in the country is as follow:
  • 12. Water Erosion:  The most widespread cause of land degradation and occurs widely in all agro-climatic zones. The displacement of soil material by water can result in either loss of topsoil or terrain deformation or both.  This category includes processes such as splash erosion, sheet erosion, rill and gully erosion.  The result is more loss of fertile topsoil and plant nutrients. In some cases where subsoil has kantars, lime nodules, etc will get exposed on the top thereby altering the pH regime of the surface soil and subsequent nutrient holding capacity and their availability to plants.
  • 13. Wind Erosion:  It implies uniform displacement of topsoil by wind action. It can result in loss of topsoil and the deposition of the eroded material elsewhere leads to formation of dunes.  The uniform displacement of topsoil by wind action occurs in thin layers/ sheets. The uneven displacement of soil material by wind action leads to deflation hollows and the dunes.  The lifted medium to coarse soil particles may reduce the productivity of adjacent fertile land when they are deposited in the form of sand castings.
  • 14. Water logging:  Water logging is considered as physical deterioration of land.  It is affected by excessive ponding/logging of water for quite some period and affects the productivity of land or reduces the choice of taking crops.  Either because of topography, flooding or poor drainage condition, and water logging occurs in some areas.
  • 15. Salinization/Alkalization:  Salinization and alkalization are problems of semiarid and arid areas. They could be of natural or manmade.  This is a major problem resulting in the desiccation of plants due to high osmotic potential exerted on plant because of high concentration of salts. While, salinization is mostly associated with the coastal areas and younger alluvial plains, alkalization happens mostly in inlands and older alluvial plains.  Generally, alkalization is associated with water logging due to poor permeability of 4 soil by the presence of sodium. Salinization can result from improper management of canal irrigation water, resulting in the rise of the water table.
  • 16. Acidification:  Any soil process or management practices which lead to the buildup of hydrogen cations (also called protons) in the soil will result in soil acidification.  It also occurs when base cations such as Calcium, Magnesium, Potassium and Sodium are lost from the soil leading to high hydrogen ion concentration. This results in decrease of soil pH (using pH scale of Alkalinity and Acidity) below 6.5.  Increasing acidity through selective removal of calcium cations on the exchange complex affects the balance in nutrient availability. It generally occurs in regions of very high rainfall.
  • 17. Glacial:  These are the areas under perpetual snow covered areas. It degrades an area by two processes, namely frost heaving and frost shattering.  Frost heaving is defined as a process in glacial and periglacial environment where intense frost action and freezing of water evolves peculiar forms of rock, regolith and soil.  The water crystallizes to ice below the surface horizon leading to micro-relief variations on the surface. This process affects the germination and root growth of several crops thereby limiting the productivity of land. Generally, these regions remain fallow during winters.
  • 18. Anthropogenic:  Human economic activities like mining, industries, etc., have also contributed to decreased biological productivity, diversity and resilience of the land.  Mining, brick kiln activities and industrial effluent affected areas are included under this type of degradation. Nutrient depletion or nutrient mining from fertile agricultural fields, without replacement through manure or fertilizer, results in nutrient deficiencies.  Hence, the top fertile soil is almost permanently lost, if not properly conserved. Chemical toxicity from industrial effluents and soil contaminated with poisonous chemicals affects the plant growth significantly.
  • 19. Others:  Some of the degraded lands, which could not be included in the above type of land degradation, are included here.  They are mass movement/ mass wastage, barren, rocky/stony waste areas, riverine sand areas, sea ingression areas.
  • 20. REMOTE SENSING AND WASTELAND MAPPING  Information on geographical location, aerial extent and spatial distribution of wastelands is essential for their effective management and sustainable development.  Among the new technologies emerged for studying natural resources, remote and Geographical Information System (GIS) are effective technologies for detecting, assessing, mapping, and monitoring the wastelands.  To study the spatial dynamics of wastelands, and to evaluate the utility of high resolution satellite data for wasteland mapping, the IRS P6 satellite data(23.5x 23.5 m) and topographical maps are generally used (Scale = 1:50000).
  • 21.  The application of remotely sensed data in mapping degraded lands space borne sensors started with the launch of the first Earth Resources Technology Satellite (ERTS-1 / Landsat-1).  However, the satellites Landsat-TM, SPOT and Indian Remote Sensing (IRS) Satellites with better spatial and spectral resolution, enabled to map and monitor degraded lands more efficiently.  For detection of temporal changes in the wastelands, two period data sets i.e IRS, Linear Imaging Self- Scanning (LISS III) are used.
  • 22.  The geoData base generated using Arc GIS and on screen digitization techniques, shows the type, extent and spatial distribution of different wasteland categories present in the area.  The procedure involved in wasteland mapping using satellite data consists of input data, preparatory work and methodology.  The 6 methodology normally adopted for mapping at any scale consists of preparation of base map, on –line (visual interpretation of satellite data, development of legend, ground truth collection, analysis of soil samples, classification of degradation classes and finalization of maps in light of field information and analytical data.
  • 23. • Figure: An overview of Wasteland mapping methodology (NRSC, 2000).
  • 24.  Geocoded FCC products on 1:50000 scales are used for visual interpretation.  The Image characteristics, such as colour, tone, texture, pattern, shape, size, location and association enable one to identify and delineate different types of wastelands.  These delineations, however, are tentative and subject to confirmation in the field. Therefore, ground truth forms a vital input to mapping with remote sensing data.
  • 25.
  • 26.  The dynamic nature of wasteland categories warrants the uses of multi-season satellite data for their accurate delineation. Hence, such images need to be geo- referenced in a common coordinate and projection system.  GIS proved to be an effective tool in handling spatial data available at different scales, voluminous point data such as soil information, rainfall, temperature etc. and socioeconomic data and to perform integrated analysis of data on various resources of any region and to arrive at optimum solutions for various problems.
  • 27. Project involved  In 1991, the Ministry of Environment and Forest (MoEF) embarked upon an ambitious project to apply GIS technology for Wasteland Management.  This was based on prior work carried in 1986 when the Department of Science (DoS) under the National Wasteland Identification Project developed detailed Wasteland maps of 147 districts in the country with a 1:50000 Scale.  In this project, a Task Force was identified to evolve a suitable wasteland classification system.
  • 28. Categories of Wastelands Cultivable  gullied and/or ravined land  upland with or without scrub  water-logged and marshy land  land affected by salinity/alkalinity (coastal or inland)  areas of shifting cultivation  sandy areas (desert or coastal)  mining/industrial wasteland  underutilized/degraded notified forest land  degraded pastures/grazing land  degraded land under plantation crops Non- Cultivable  barren rocky wastes and sheet-rock areas  steeply-sloping areas  snowhvered and/or glacial areas
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35. Nationwide Wasteland Mappings  Reliable Information on Wastelands of the country is important for scientific planning and development. National level wastelands mapping was taken up by ISRO at the behest of Dept. of Land Resources (DoLR), Ministry of Rural Development (MoRD), Govt. of India. Four mapping cycles of wastelands has been prepared using IRS data at 1:50000 scale during the timeframe 1986 to 2009.  Using LISS-III data acquired during 2015-2016, the fifth cycle of wasteland mapping has also been prepared. Concurrently, the changes with reference to the wastelands status of 2008-09 has been carried out.  There is a decreasing trend with regard to wastelands as compared to 1986 and most of these are converted into agriculture, plantation, built-up etc.
  • 36. EXTENT AND DISTRIBUTION OF WASTELAND IN INDIA
  • 37. Wastelands map of India (generated using LISS-III data of 2015-16)
  • 38. • About 63.85 million hectares of land, which account for 20.17% of the total geographical area(328.72 hectares) exist as wastelands in India. • According to the NRSC report, there are 2.42 million hectares (17%) of wastelands in Tamill Nadu. • Bhuvan geoportal provides online access to digitial data for query and analysis.
  • 39. Wasteland Reclamation  Reclamation is the process by which derelict or highly degraded lands are returned to productivity, and by which some measure of biotic function and productivity is restored.  Long term mine spoil reclamation requires the establishment of stable nutrient cycles from plant growth and microbial processes  There are many approaches to land and vegetation rehabilitation. These depend on severity of damage to the land resource, the goals of rehabilitation and availability of resources for repairing the damage. The most intensive rehabilitation is sometimes termed reclamation
  • 40. Methods of Wasteland Reclamation Some methods for the reclamation of wastelands are ,  Gullied and/or ravenous land- Levelling of gullies or ravenies Construction of Check dams  Upland with / without shrub - Contour bunding, Contour trenching, Contour terracing  Degraded or underutilized forest land – Regulate grazing activity , Restrict illegal forest felling  Wetland – Passage to the logged water
  • 41. Conclusion  The RS/GIS technology is the master tool in managing the Wastelands , starting from mapping, characterization, possible reasons, protection and reclamation of wastelands.  At each step of management RS/GIS are economically sound, speedy and accurate method.  Generation of human resource and skilled personal having proper training on RS/ GIS can contribute a lot in the entire process.