Mark W. Shephard;Shailesh K. Kharol;Enrico Dammers;Christopher E. Sioris;Andrew Bell;Rik Jansen;Jérôme Caron;Ralph Snel;Emanuela Palombo;Karen E. Cady-Pereira;Chris A. McLinden;Erik Lutsch;Robert O. Knuteson
{"title":"红外卫星监测大气氨的探测限","authors":"Mark W. Shephard;Shailesh K. Kharol;Enrico Dammers;Christopher E. Sioris;Andrew Bell;Rik Jansen;Jérôme Caron;Ralph Snel;Emanuela Palombo;Karen E. Cady-Pereira;Chris A. McLinden;Erik Lutsch;Robert O. Knuteson","doi":"10.1109/JSTARS.2025.3557240","DOIUrl":null,"url":null,"abstract":"This study investigates single pixel nadir viewing detection limit of atmospheric ammonia for a range of area flux mapping satellite infrared sensor spectral resolutions (0.05–2.0 cm<sup>−1</sup>) and measurement noise levels. The detection level of ammonia is computed directly from simulated satellite ammonia spectral signatures, which has the advantage of being independent of retrieval methodologies. Information on the frequency of a given detection limit, and the cumulative probability of detection, are provided as a function of instrument spectral resolution and noise. For example, a Cross-track Infrared Sounder-like instrument with a modest spectral resolution of 0.625 cm<sup>−1</sup> and excellent signal-to-noise ratio of ∼1600 would be able to detect ammonia on average ∼70% of the time; these same instrument specifications will have a detection limit of 0.2 ppbv (surface) or 1.6×10<sup>15</sup> molec cm<sup>−2</sup> (total column) that can be achieved at a detection rate of 10% as it requires favorable infrared remote sensing conditions (large thermal contrast). Under more typical atmospheric states a detection limit of 0.5 ppbv (3.5 × 10<sup>15</sup> molec cm<sup>−2</sup>) is achieved at a 50% detection rate. This detection limit information is valuable for applications that incorporate remote sensing data in conditions when the atmospheric ammonia amounts are below the detection limit of the satellite sensor (e.g., nongrowing season in crop fertilizer source regions). As the simulations use real-world atmospheric state observations as inputs the results can be used to provide general guidance on the detection limits of past, current, and potential new environmental flux mapping instruments used for ammonia monitoring covering large geographical regions.","PeriodicalId":13116,"journal":{"name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","volume":"18 ","pages":"10272-10291"},"PeriodicalIF":4.7000,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10960508","citationCount":"0","resultStr":"{\"title\":\"Infrared Satellite Detection Limits for Monitoring Atmospheric Ammonia\",\"authors\":\"Mark W. Shephard;Shailesh K. Kharol;Enrico Dammers;Christopher E. Sioris;Andrew Bell;Rik Jansen;Jérôme Caron;Ralph Snel;Emanuela Palombo;Karen E. Cady-Pereira;Chris A. McLinden;Erik Lutsch;Robert O. Knuteson\",\"doi\":\"10.1109/JSTARS.2025.3557240\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study investigates single pixel nadir viewing detection limit of atmospheric ammonia for a range of area flux mapping satellite infrared sensor spectral resolutions (0.05–2.0 cm<sup>−1</sup>) and measurement noise levels. The detection level of ammonia is computed directly from simulated satellite ammonia spectral signatures, which has the advantage of being independent of retrieval methodologies. Information on the frequency of a given detection limit, and the cumulative probability of detection, are provided as a function of instrument spectral resolution and noise. For example, a Cross-track Infrared Sounder-like instrument with a modest spectral resolution of 0.625 cm<sup>−1</sup> and excellent signal-to-noise ratio of ∼1600 would be able to detect ammonia on average ∼70% of the time; these same instrument specifications will have a detection limit of 0.2 ppbv (surface) or 1.6×10<sup>15</sup> molec cm<sup>−2</sup> (total column) that can be achieved at a detection rate of 10% as it requires favorable infrared remote sensing conditions (large thermal contrast). Under more typical atmospheric states a detection limit of 0.5 ppbv (3.5 × 10<sup>15</sup> molec cm<sup>−2</sup>) is achieved at a 50% detection rate. This detection limit information is valuable for applications that incorporate remote sensing data in conditions when the atmospheric ammonia amounts are below the detection limit of the satellite sensor (e.g., nongrowing season in crop fertilizer source regions). 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Infrared Satellite Detection Limits for Monitoring Atmospheric Ammonia
This study investigates single pixel nadir viewing detection limit of atmospheric ammonia for a range of area flux mapping satellite infrared sensor spectral resolutions (0.05–2.0 cm−1) and measurement noise levels. The detection level of ammonia is computed directly from simulated satellite ammonia spectral signatures, which has the advantage of being independent of retrieval methodologies. Information on the frequency of a given detection limit, and the cumulative probability of detection, are provided as a function of instrument spectral resolution and noise. For example, a Cross-track Infrared Sounder-like instrument with a modest spectral resolution of 0.625 cm−1 and excellent signal-to-noise ratio of ∼1600 would be able to detect ammonia on average ∼70% of the time; these same instrument specifications will have a detection limit of 0.2 ppbv (surface) or 1.6×1015 molec cm−2 (total column) that can be achieved at a detection rate of 10% as it requires favorable infrared remote sensing conditions (large thermal contrast). Under more typical atmospheric states a detection limit of 0.5 ppbv (3.5 × 1015 molec cm−2) is achieved at a 50% detection rate. This detection limit information is valuable for applications that incorporate remote sensing data in conditions when the atmospheric ammonia amounts are below the detection limit of the satellite sensor (e.g., nongrowing season in crop fertilizer source regions). As the simulations use real-world atmospheric state observations as inputs the results can be used to provide general guidance on the detection limits of past, current, and potential new environmental flux mapping instruments used for ammonia monitoring covering large geographical regions.
期刊介绍:
The IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing addresses the growing field of applications in Earth observations and remote sensing, and also provides a venue for the rapidly expanding special issues that are being sponsored by the IEEE Geosciences and Remote Sensing Society. The journal draws upon the experience of the highly successful “IEEE Transactions on Geoscience and Remote Sensing” and provide a complementary medium for the wide range of topics in applied earth observations. The ‘Applications’ areas encompasses the societal benefit areas of the Global Earth Observations Systems of Systems (GEOSS) program. Through deliberations over two years, ministers from 50 countries agreed to identify nine areas where Earth observation could positively impact the quality of life and health of their respective countries. Some of these are areas not traditionally addressed in the IEEE context. These include biodiversity, health and climate. Yet it is the skill sets of IEEE members, in areas such as observations, communications, computers, signal processing, standards and ocean engineering, that form the technical underpinnings of GEOSS. Thus, the Journal attracts a broad range of interests that serves both present members in new ways and expands the IEEE visibility into new areas.