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en Monitoring Coastal Lagoon Water Quality through Remote Sensing: The Mar Menor as a Case Study -
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) en Monitoring Coastal Lagoon Water Quality through Remote Sensing: The Mar Menor as a Case Study
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| 99 | the southeast of Spain. This fragile ecosystem is suffering several | 109 | the southeast of Spain. This fragile ecosystem is suffering several | ||
| 100 | human pressures, such as nutrient and sediment inputs from agriculture | 110 | human pressures, such as nutrient and sediment inputs from agriculture | ||
| 101 | and other activities and decreases in salinity. Therefore, the | 111 | and other activities and decreases in salinity. Therefore, the | ||
| 102 | development of an operational system to monitor its evolution is | 112 | development of an operational system to monitor its evolution is | ||
| 103 | crucial to know the cause-effect relationships and preserve the | 113 | crucial to know the cause-effect relationships and preserve the | ||
| 104 | natural system. The evolution and variability of the turbidity and | 114 | natural system. The evolution and variability of the turbidity and | ||
| 105 | chlorophyll-a levels in the Mar Menor water body were studied here | 115 | chlorophyll-a levels in the Mar Menor water body were studied here | ||
| 106 | through the joint use of remote sensing techniques and in situ data. | 116 | through the joint use of remote sensing techniques and in situ data. | ||
| 107 | The research was undertaken using Operational Land Imager (OLI) images | 117 | The research was undertaken using Operational Land Imager (OLI) images | ||
| 108 | on Landsat 8 and two SPOT images, because cloudy weather prevented the | 118 | on Landsat 8 and two SPOT images, because cloudy weather prevented the | ||
| 109 | use of OLI images alone. This provided the information needed to | 119 | use of OLI images alone. This provided the information needed to | ||
| 110 | perform a time series analysis of the lagoon. We also analyzed the | 120 | perform a time series analysis of the lagoon. We also analyzed the | ||
| 111 | processes that occur in the salt lagoon, characterizing the different | 121 | processes that occur in the salt lagoon, characterizing the different | ||
| 112 | spatio-temporal patterns of biophysical parameters. Special attention | 122 | spatio-temporal patterns of biophysical parameters. Special attention | ||
| 113 | was given to the role of turbidity and chlorophyll-a levels in the Mar | 123 | was given to the role of turbidity and chlorophyll-a levels in the Mar | ||
| 114 | Menor ecosystem with regard to the programs of integral management of | 124 | Menor ecosystem with regard to the programs of integral management of | ||
| 115 | this natural space that receives maximum environmental protection. The | 125 | this natural space that receives maximum environmental protection. The | ||
| 116 | objective of the work has been fulfilled by answering the questions of | 126 | objective of the work has been fulfilled by answering the questions of | ||
| 117 | the managers: when did the water quality in the Mar Menor begin to | 127 | the managers: when did the water quality in the Mar Menor begin to | ||
| 118 | change? What is happening in the lagoon? Is remote sensing useful for | 128 | change? What is happening in the lagoon? Is remote sensing useful for | ||
| 119 | monitoring the water quality in the Mar Menor? The answers to these | 129 | monitoring the water quality in the Mar Menor? The answers to these | ||
| 120 | questions have allowed the generation of a methodology and monitoring | 130 | questions have allowed the generation of a methodology and monitoring | ||
| 121 | system to track the water quality in the Mar Menor in real-time and | 131 | system to track the water quality in the Mar Menor in real-time and | ||
| 122 | space. The tracking system using satellite images is open to the | 132 | space. The tracking system using satellite images is open to the | ||
| 123 | incorporation of images provided by new multispectral sensors.", | 133 | incorporation of images provided by new multispectral sensors.", | ||
| 124 | "notes_translated": { | 134 | "notes_translated": { | ||
| 125 | "es": "The Mar Menor is a hypersaline coastal lagoon located in | 135 | "es": "The Mar Menor is a hypersaline coastal lagoon located in | ||
| 126 | the southeast of Spain. This fragile ecosystem is suffering several | 136 | the southeast of Spain. This fragile ecosystem is suffering several | ||
| 127 | human pressures, such as nutrient and sediment inputs from agriculture | 137 | human pressures, such as nutrient and sediment inputs from agriculture | ||
| 128 | and other activities and decreases in salinity. Therefore, the | 138 | and other activities and decreases in salinity. Therefore, the | ||
| 129 | development of an operational system to monitor its evolution is | 139 | development of an operational system to monitor its evolution is | ||
| 130 | crucial to know the cause-effect relationships and preserve the | 140 | crucial to know the cause-effect relationships and preserve the | ||
| 131 | natural system. The evolution and variability of the turbidity and | 141 | natural system. The evolution and variability of the turbidity and | ||
| 132 | chlorophyll-a levels in the Mar Menor water body were studied here | 142 | chlorophyll-a levels in the Mar Menor water body were studied here | ||
| 133 | through the joint use of remote sensing techniques and in situ data. | 143 | through the joint use of remote sensing techniques and in situ data. | ||
| 134 | The research was undertaken using Operational Land Imager (OLI) images | 144 | The research was undertaken using Operational Land Imager (OLI) images | ||
| 135 | on Landsat 8 and two SPOT images, because cloudy weather prevented the | 145 | on Landsat 8 and two SPOT images, because cloudy weather prevented the | ||
| 136 | use of OLI images alone. This provided the information needed to | 146 | use of OLI images alone. This provided the information needed to | ||
| 137 | perform a time series analysis of the lagoon. We also analyzed the | 147 | perform a time series analysis of the lagoon. We also analyzed the | ||
| 138 | processes that occur in the salt lagoon, characterizing the different | 148 | processes that occur in the salt lagoon, characterizing the different | ||
| 139 | spatio-temporal patterns of biophysical parameters. Special attention | 149 | spatio-temporal patterns of biophysical parameters. Special attention | ||
| 140 | was given to the role of turbidity and chlorophyll-a levels in the Mar | 150 | was given to the role of turbidity and chlorophyll-a levels in the Mar | ||
| 141 | Menor ecosystem with regard to the programs of integral management of | 151 | Menor ecosystem with regard to the programs of integral management of | ||
| 142 | this natural space that receives maximum environmental protection. The | 152 | this natural space that receives maximum environmental protection. The | ||
| 143 | objective of the work has been fulfilled by answering the questions of | 153 | objective of the work has been fulfilled by answering the questions of | ||
| 144 | the managers: when did the water quality in the Mar Menor begin to | 154 | the managers: when did the water quality in the Mar Menor begin to | ||
| 145 | change? What is happening in the lagoon? Is remote sensing useful for | 155 | change? What is happening in the lagoon? Is remote sensing useful for | ||
| 146 | monitoring the water quality in the Mar Menor? The answers to these | 156 | monitoring the water quality in the Mar Menor? The answers to these | ||
| 147 | questions have allowed the generation of a methodology and monitoring | 157 | questions have allowed the generation of a methodology and monitoring | ||
| 148 | system to track the water quality in the Mar Menor in real-time and | 158 | system to track the water quality in the Mar Menor in real-time and | ||
| 149 | space. The tracking system using satellite images is open to the | 159 | space. The tracking system using satellite images is open to the | ||
| 150 | incorporation of images provided by new multispectral sensors." | 160 | incorporation of images provided by new multispectral sensors." | ||
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| 338 | "title": "Monitoring Coastal Lagoon Water Quality through Remote | 348 | "title": "Monitoring Coastal Lagoon Water Quality through Remote | ||
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| 341 | "es": "Monitoring Coastal Lagoon Water Quality through Remote | 351 | "es": "Monitoring Coastal Lagoon Water Quality through Remote | ||
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