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    • 专利摘要:
    Method and automatic field measuring device for the calibration of radiometers on board satellites and/or validation of satellite products. The proposed method includes acquiring satellite data and simultaneous field data related to the same region by means of a satellite radiometer and a mobile field radiometer between different zenithal and azimuthal angular positions; performing the zenith angular positioning of the field radiometer (10) with control orders corrected with zenith angular position data obtained by means of a zenith angular position sensor (11); calculate and compare the temperature of the earth's surface and the amount of precipitable water vapor contained in the atmosphere, detecting errors in the measurements obtained by the satellite radiometer and recalculating its calibration equations; and calculate uncertainties in satellite products through a validation method. (Machine-translation by Google Translate, not legally binding)
    公开号:ES2724991A1
    申请号:ES201830255
    申请日:2018-03-14
    公开日:2019-09-18
    发明作者:Corts Raquel Niclos；Pardo José Antonio Valiente
    申请人:Fund de la Comunitat Valenciana Centro De Estudios Ambientales Del Mediterraneo；Universitat de Valencia；
    IPC主号:
    专利说明:

    [0001] METHOD AND SYSTEM FOR OBTAINING AND AUTOMATIC FIELD DATA ANALYSIS
    [0002] Technical field
    [0003] The present invention concerns a method and system for obtaining and automatic analysis of field data and validation and / or calibration of satellite products by means of said field data, the field data being atmospheric parameters, including surface temperature, obtained from calculations made on radiometric field measurements obtained in a region of the earth's surface by means of an automatic measuring station that includes a field radiometer with bands in the thermal infrared, and the satellite products being atmospheric parameters, which include temperature Earth's surface, obtained from calculations made on satellite radiometric measurements, obtained by means of a satellite radiometer with thermal infrared bands, from that same region of the earth's surface.
    [0004] In other words, based on measurements of field data taken in a region of the earth's surface, a satellite radiometer can be calibrated integrated into a satellite that takes satellite data from that same region of the earth's surface, and / or satellite products can be validated obtained by means of algorithms that make use of this satellite data by establishing the value of the uncertainty of said satellite products.
    [0005] State of the art
    [0006] Goniometers are usually used for taking radiometric measurements, but these are bulky and tedious handling instruments, so they cannot be used for autonomous and continuous field acquisition.
    [0007] A goniometer is known that allows measurements of a sample at different viewing angles, however its handling is equally manual and very convenient, so it cannot be considered autonomous and cannot be permanently placed in the field as it requires constant supervision.
    [0008] A similar goniometer is known through the publication in Sandmeier & Itten (2009, IEEE Transactions on Geoscience and Remote Sensing, vol. 37), which also has dimensions of 4m x 2m, which makes it difficult to install in certain locations remote, being also an apparatus without autonomous capacity.
    [0009] There are also solar trackers that allow zenithal tracking of direct solar irradiance, although these have the motor axis oriented at an angle equal to the latitude at which it is installed and measured under certain celestial zenith angles in that plane. These systems do not allow a complete sweep of the celestial and terrestrial hemispheres and do not contemplate the installation of a thermal radiometer in them.
    [0010] Different companies sell them, but they do not have similar systems to the one proposed in this patent for measurement by angular thermal radiometry.
    [0011] The publication Remote Sens. 2015, 7, 15269-15294 "An Autonomous System to Take Angular Thermal-Infrared Measurements for Validating Satellite Products" is known by the authors Raquel Niclos, José A. Valiente, Maria J. Barberá and César Coll.
    [0012] This document describes an automatic and mobile measuring station capable of taking radiometric measurements at any zenith and azimuthal angular position using a single radiometer.
    [0013] However, the solution described in this document offers angular radiometric data with a margin of error because the zenith angular position of the field radiometer is not accurate enough (as indicated on page 5). Uncertainties in the angular positioning of said solution entail, for example, uncertainties in the calculation of the amount of precipitable water vapor, obtained from the readings of said field radiometer, up to 0.5 cm.
    [0014] The present invention represents an improvement of the solution described in that document, for example by improving the angular positioning, which entails being able to reach uncertainties in the amount of 0.1 cm precipitable water vapor due to said positioning.
    [0015] Other publications are also known that propose calculation methods and systems for obtaining the amount of precipitable water vapor (TPW), total precipitable water, equivalent to the total column water vapor, TCWV) to be used in a calibration or satellite data validation, but all of them suffer from several deficiencies, as they additionally require a gold-plated reflective diffuser plate and therefore high cost, which do not allow a continuous reading of said atmospheric parameter because they are manual measurement techniques, that do not allow obtaining said atmospheric parameter by angular measurements of a single measuring radiometer in the thermal infrared (IRR) spectral region because they measure direct solar irradiance in the near infrared or because they use multiple radiometers that can provide different measurements, which do not allow obtaining said atmospheric parameter during the night because they measure in the solar spectrum, or that do not allow to deduce the total absence of clouds in the celestial hemisphere from the readings of the field TIR radiometer because they only perform measures in the direction of solar lighting. A list of antecedents that entail all these deficiencies reviewed here would be the following most representative publications:
    [0016] TITLE: “Estimation of atmospheric water vapor content from direct measurements of radiance in the thermal infrared region”. REF. MAGAZINE / BOOK: “Remote Sensing Letters. Volume 3, 2012 - Issue 1. Pages 31-38 ”. AUTHORS: Vicente García-Santos, Joan Miquel Galve, Enric Valor, Vicente Caselles & César Coll.
    [0017] TITLE: “Columnar water vapor retrivals from multifilter rotating shadow and radiometer data”. REF. MAGAZINE / BOOK: "Journal of Geophysical Research, 114 (2009)". AUTHORS: Alexandrov, M.D., Schmid, B., Turner, D.D., Cairns, B., Oinas, V., Lacis, A.A., Gutman, S, I., Wstwater E.R., Smirnov, A., Eilers, J.
    [0018] TITLE: “Water vapor column abundance retrievals during FIFE”. REF. MAGAZINE / BOOK: "Journal of Geophysical Research" Atmospheres, 1992, 97 (D17), 18759-18768. AUTHORS: Carol J. Bruegge, James E. Conel, Robert O. Green, Jack S. Margolis, Ronald G. Holm, Geoff Toon.
    [0019] TITLE: “Precipitable water estimation from high-resolution split window radiance measurements”, REF. MAGAZINE / BOOK: J. Appl. Meteor., 29, 851-865. AUTHORS / AS: Jedlovec G. J. (1990).
    [0020]
    [0021] Brief Description of the Invention
    [0022] The present invention concerns, according to a first aspect thereof, a method of obtaining and automatic analysis of field data and validation and / or calibration of satellite products by means of said field data.
    [0023] The field data are those data related to atmospheric parameters obtained directly or indirectly by means of an automatic measuring station located in a region of the earth's surface that includes a field radiometer with bands in the thermal infrared that obtains radiometric field measurements.
    [0024] Satellite products are data related to atmospheric parameters derived from satellite radiometric measurements obtained by satellites equipped with satellite radiometers with thermal infrared bands.
    [0025] The validation of these satellite products consists in checking the accuracy of these satellite products by comparing them with field data, with satellite products and comparative field data obtained in relation to the same terrestrial region, allowing to establish margins of product error analyzed satellites. The calibration of said satellite products consists in producing calibration equations applicable to satellite data for the correction of systematic and / or random errors in the measurements obtained by the satellite radiometer, said equations being produced based on the product validation analysis. Satellite
    [0026] It will be understood that a radiometer is a sensor based on obtaining data in thermal infrared (TIR) spectral bands. Such radiometers typically have a field of vision or cone of vision that delimits the region from which they capture the information.
    [0027] The algorithm treatment of both field data and satellite products allows us to obtain atmospheric parameters from the region of the analyzed land surface.
    [0028] The proposed method consists of the following stages, in themselves they are known:
    [0029] a) obtaining satellite radiometric measurements relative to a region of the earth's surface, by means of at least one satellite equipped with a satellite radiometer with thermal infrared bands;
    [0030] b) acquisition of radiometric field measurements simultaneous to the radiometric satellite measurements and related to that same region of the earth's surface by at least one automatic measuring station located in said region of the earth's surface, said station including a field radiometer with bands in the thermal infrared that obtains independent radiometric measurements in different azimuthal angular positions in 360 ° round, and in different zenithal angular positions in vertical planes;
    [0031] c) calculation, by means of at least one calculation device, of atmospheric parameters that include the earth's surface temperature, calculated from the radiometric satellite measurements obtained from stage a) producing satellite products, and calculated from the radiometric measurements of field obtained from stage b) producing field data;
    [0032] d) comparison between the terrestrial surface temperature calculated from the radiometric satellite measurements and the terrestrial surface temperature calculated a from the radiometric field measurements obtained in step c), validating the calculations of obtaining satellite products and / or detecting discrepancies between satellite products and field data;
    [0033] e) calculate, using the calculation device that is at least one, calibration equations applicable to satellite products in terms of radiance in the ceiling of the atmosphere for the correction of systematic and / or random errors in satellite radiometric measurements and / or margins of error of satellite products; The said automatic measuring station will remain fixed at one point during the taking of measurements, and will include a field radiometer that will be used to obtain multiple usable radiometric measurements for the calculation of field data, each radiometric measurement corresponding to a specific azimuthal position and to a specific zenith position of said field radiometer. Therefore, each radiometric measurement obtained will correspond to a region of the celestial or terrestrial hemisphere visible from the position of the automatic measuring station, and preferably together will provide field data of the entire celestial and terrestrial hemisphere visible from said position.
    [0034] In order to ensure that all field measurements of the measuring station are performed under identical circumstances, the measuring station has a single field radiometer that travels achieving different azimuthal and zenithal angular positions to take each of the multiple data field If multiple field radiometers were used, there would be a risk that they would have not perfectly comparable responses as a result of the inherent uncertainties associated with their different calibration curves.
    [0035] It is also advisable to place the automatic measurement station in a region of the thermally homogeneous terrestrial surface, that is to say that around that station the terrain has the most regular conditions possible, for example monocultures or homogeneous natural landscapes.
    [0036] For comparison it is also necessary that satellite radiometric measurements and radiometric field measurements be obtained simultaneously, that is, both within a time range during which the thermal conditions do not vary, for example within a ten minute time slot. .
    [0037] In order to achieve said displacement of the field radiometer, it is proposed that the field radiometer be articulated to a rotating support which in turn is articulated to a fixed support, the rotating support and the field radiometer being activated. by means of a zenith servomotor and an azimuthal servomotor controlled by a control device configured to drive said zenithal and azimuthal servomotors to position the rotary support and the field radiometer in said different zenithal angular positions and in different azimuthal angular positions, for obtaining data field
    [0038] The zenith servomotor will cause a vertical rotation of the field radiometer, modifying its zenith angular position, while the azimuthal servomotor will produce a rotation of the radiometer in a horizontal plane, modifying its azimuthal angular position.
    [0039] Typically, the rotating support will be attached to the fixed support by means of a vertical shaft shaft, allowing its rotation around a horizontal plane driven by the azimuthal servomotor. In turn, the field radiometer will be attached to the rotary support by means of a horizontal axle shaft, allowing its rotation around a vertical plane driven by the zenith servomotor, although an inverse construction is also plausible.
    [0040] Said automatic station will allow to obtain field data of the entire celestial and also terrestrial hemisphere from which the terrestrial surface temperature can be calculated in the region of the terrestrial surface where it is located, as well as other atmospheric parameters.
    [0041] The present method also proposes, in an unknown manner, the following steps:
    [0042]
    [0043] • detect zenith angular position data of the field radiometer using a zenith angular position sensor in each of the zenith angular positions of stage b);
    [0044] • perform the zenith angular positioning of the field radiometer in each of the zenithal angular positions of stage b) by means of a precise actuation of the zenith servomotor with control orders issued by the control device corrected with the zonal angular positioning data obtained from the zenith angular position sensor;
    [0045] • calculating, by means of said at least one calculation device, the amount of precipitable water vapor contained in the atmosphere in said region of the earth's surface from the analysis of the variation of the different radiometric field measurements obtained by the field radiometer in different zenithal angular positions and azimuthal angular positions within the celestial hemisphere in the absence of clouds;
    [0046] • enter said amount of precipitable water vapor calculated in the calculation of the earth's surface temperature in step c).
    [0047] The detection of the zenith angular position of the field radiometer allows the control device to rectify the zenith servomotor control orders to ensure a much more precise positioning of the field radiometer, improving possible deviations. The accuracy of the zenith angular position of the field radiometer is essential to ensure the subsequent use of the field data obtained in the process of cloud detection and calculation of precipitable water vapor.
    [0048] It has been proven that on average, the correction of the proposed zenith angular position, allows to reduce the error in the zenith angular positioning of the field radiometer from approximately 0.6 ° on average, and with maximum differences of up to 2 °, as it had been obtained during the previous state and also observing certain daytime drifts, up to an error of approximately 0.3 ° more consistently, as obtained with the application of the present invention. This improvement in the zenith positioning allows to reach uncertainties in the calculation of the amount of precipitable water vapor, TPW, of up to ± 0.1 cm.
    [0049] The automation of the measuring station allows a continuous collection of field data, and also the improvement of the zenithal angular accuracy of the radiometric field measurements obtained allows said radiometric field measurements to be used for the precise calculation of the amount of precipitable water vapor contained in the atmosphere in conditions of absence of cloudiness both during the day period and during the night period, instead of having only specific measures currently obtained with other methodologies.
    [0050] The proposed method for calculating the amount of precipitable water vapor from the radiometric field measurements obtained with the field radiometer is effective in conditions of cloudless skies, and is based on the following expressions:
    [0051]
    [0052] Lt 1 atm (0, f) = L i 1 atm (0) » L , a ^ tm (0 °) COS“ X (6)
    [0053]
    [0054] L 1 atm, hem = ------------ L , âtm (0 °)
    [0055] 2 - xt
    [0056]
    [0057] The first equation relates the descending atmospheric radiance Ltatm ( d, $) in the thermal infrared for a specific direction of the celestial hemisphere with the radiance in the zenith, L / etm ( 0 °); while the second equation relates hemispheric irradiance (integration of L¡latm ( d, $) in the celestial hemisphere) divided by n, L¡latm, hem, with radiance L¡latm ( 0 °).
    [0058] These expressions are only valid in the case of flat-parallel atmospheres, which occur in open skies of clouds.
    [0059]
    [0060] An adjustment on the first equation using the field data obtained by the field radiometer, that is between the ln ( L¡latm ( d)) and ln ( cos ( d)) for each complete scan of the measuring station, would allow obtain parameter xi, dependent on the spectral band of measurement and atmospheric conditions.
    [0061]
    [0062] Said parameter xi is dependent on the measuring spectral band and the atmospheric conditions, mainly on the amount of precipitable water vapor, since the water vapor is the maximum atmospheric absorber in the thermal infrared.
    [0063]
    [0064] For the estimation of the amount of precipitable water vapor, a 2 has been established
    [0065] quadratic regression between the amount of precipitable water vapor and the term ------- 2 - xi using the atmospheric variables L¡latm ( 0 °) and L¡latm, hem simulated with a radiative transfer model through the atmosphere and a large database of atmospheric profiles representative worldwide, so that the regression obtained has global validity and, thus, can be used for any location location of the angular device. This regression will give us the following method for estimating the amount of precipitable water vapor (TPW):
    [0066]
    [0067] TPW (cm) = c2 ' J2_ v 2
    [0068] + ci + cn
    [0069] v 2 - X and 2 - x,
    [0070] Where the terms c are the numerical coefficients obtained by the aforementioned quadratic regression.
    [0071]
    [0072]
    [0073] Thus, obtaining xi, and therefore the term 2 _ x i, from field data at angular positions different measured by the radiometer field in the celestial hemisphere the amount of precipitable water vapor with the above expression is determined.
    [0074] The calculation device also allows to detect the absence of clouds in the celestial hemisphere by calculating a value relative to the presence of clouds, and its evaluation below a pre-established threshold, from the analysis of the variation of the different radiometric measurements of field obtained by the field radiometer in different zenithal angular positions and azimuthal angular positions within the celestial hemisphere.
    [0075] In the case of partial presence of clouds in the celestial hemisphere, the linear regression between ln ( Lî atm (q)) and ln (cos (q)) allows to obtain a correlation coefficient r2 lower than that corresponding to the case of absence of clouds.
    [0076]
    [0077] This method of cloud detection uses this correlation coefficient r2 on which to set a limit value for clear skies. The limit value in R2 established for clear skies in the proposed cloud detection technique would be 0.9, below this value it would not be possible to calculate the amount of precipitable water vapor, and during these periods it would not be calculated until sky conditions will be restored without cloudiness.
    [0078]
    [0079] Thus, the treatment of the field data, which is carried out by at least one calculation device, allows the calculation of the surface surface temperature, the amount of precipitable water vapor when there are no clouds, and even optionally also allows the presence of clouds to be detected automatically, all of them atmospheric parameters relative to the region of the earth's surface where the automatic measuring station is located. Likewise, from the terrestrial surface temperature data obtained from the radiometric field measurements, together with the estimated amount of precipitable water vapor, an estimate of the radiance in the ceiling of the measurable atmosphere can be obtained with the satellite radiometer on The land surface region.
    [0080]
    [0081] The calculation device will compare the field data calculated from the radiometric field measurements with the satellite products calculated from the radiometric satellite measurements. From the differences detected between these values, systematic and / or random errors can be deduced in the measurements obtained by the satellite radiometer, both in terms of radiance in the ceiling of the atmosphere, in the calibration method, and in terms of temperature of the Earth's surface, in the validation method. Calibration equations applicable to satellite products can be calculated to correct these systematic and / or random errors, thus improving the accuracy of satellite products. Said differences detected also allow to detect the margins of error existing in the satellite products, thus obtaining a validation or certification of the accuracy of said satellite products.
    [0082] According to an embodiment of the invention, the angular separation between the different zenithal angular positions and / or between the different azimuthal angular positions in which The field measurements of the field radiometer can be initially selected by the user, so that both the terrestrial and the celestial hemisphere are adequately covered, being able to be uniform.
    [0083] Optionally, it is proposed that the angular separation between the different zenithal angular positions and / or between the different azimuthal angular positions in which the radiometer readings are made is equal to or less than the amplitude of the radiometer's vision cone, for example being between 15 ° and 22.5 °.
    [0084] In a preferred example, the total number of zenith angular positions will be twelve with selectable angular separation, while the number of azimuthal positions will be ten with equidistant angular separations.
    [0085] It is proposed that the acquisition of field data in all zenithal and azimuthal angular positions be carried out jointly in less than 15 minutes.
    [0086] Preferably between consecutive field radiometer readings in different zenithal and / or azimuthal angular positions pass at least 2 seconds, and preferably 4 seconds, giving the field radiometer time to stabilize after its displacement. It is also contemplated that the precise zenith and azimuthal angular positioning of the radiometer is carried out through the steps of:
    [0087] • operate the zenith servomotor controlled by the control device to position the field radiometer in a preset zenith angular position;
    [0088]
    [0089] • detect zenith angular position data of the field radiometer using an angular position sensor configured to detect a zenith angular position of the field radiometer relative to the vertical;
    [0090]
    [0091] • communicate the detected zenith angular position to the control device,
    [0092]
    [0093] • detecting, by said control device and by analyzing the detected zenith angular position, angular deviations of the field radiometer from the pre-established zenith angular position;
    [0094] • operate the zenith servomotor controlled by the control device to make a correction on the zenith angular position of the field radiometer by correcting by the detected deviations.
    [0095] When a deviation is detected, the position of the field radiometer can be corrected immediately before the next radiometric field measurement is taken, or the position can be corrected after the next radiometric field measurement is taken at perform the next field radiometer offset, including correction in that offset.
    [0096] According to a second aspect of the invention, this concerns a system for obtaining and automatic analysis of field data and for validation and / or calibration of satellite products by means of said field data.
    [0097] The proposed system includes:
    [0098]
    [0099] • at least one automatic measuring station located in a region of the earth's surface that includes a field radiometer with bands in the thermal infrared that obtains independent field radiometric measurements at different azimuthal angular positions at 360 ° round, and in different zenith angular positions in vertical planes, to obtain field data;
    [0100]
    [0101] • at least one calculating device configured to calculate atmospheric parameters that include the surface surface temperature from the radiometric field measurements, producing field data, and to compare that field data with satellite products that include the calculated surface surface temperature from satellite radiometric measurements, for the validation and / or calibration of satellite products;
    [0102] wherein the automatic measuring station includes the field radiometer articulated jointly to a rotary support which in turn is articulated to a fixed support, the rotary support and the field radiometer being operated by an overhead servomotor and a azimuthal servomotor controlled by a control device configured to operate said zenithal and azimuthal servomotors to position the rotary support and the field radiometer in said different zenithal angular positions and in different azimuthal angular positions, for obtaining field data.
    [0103] The assessments made in relation to the devices and elements described in the method are equally applicable to the present system.
    [0104] The system also proposes that the automatic field data collection measuring station includes a zenith angular position sensor configured to detect a zenith angular position of the field radiometer and to communicate the zenith angular position detected to the control device. The control device will be configured for the precise correction of said zenith angular position of the field radiometer in response to the zenith angular position detected by the control device by precisely driving at least the zenith servomotor.
    [0105] Preferably the zenith angular position sensor will be a two-axis accelerometer attached to the field radiometer to detect its position relative to the vertical defined by gravity.
    [0106] Other features of the invention will appear in the following detailed description of an exemplary embodiment.
    [0107]
    [0108] Brief description of the figures
    [0109] The foregoing and other advantages and features will be more fully understood from the following detailed description of an exemplary embodiment with reference to the accompanying drawings, which should be taken by way of illustration and not limitation, in which:
    [0110] Fig. 1 shows a perspective view from below of the automatic measuring station; Fig. 2 shows a perspective view from above of the same automatic measuring station shown in Fig. 1, in which arrows indicating the rotational movements that the different parts of it can perform are included;
    [0111] Fig. 3 shows a graph in which the deviation of the zenith angular position of the field radiometer in degrees with respect to the theoretical position in which it should be positioned is shown on the ordinate axis, and on the axis of different abscissa dates of measurement, corresponding to an automatic measuring station in which a correction of the zenith angular position of the field radiometer is not performed based on the readings of the zenith angular position sensor;
    [0112] Fig. 4 shows the same graph but corresponding to an automatic measuring station in which if a correction of the zenith angular position of the field radiometer is performed based on the readings of the zenith angular position sensor.
    [0113]
    [0114] Detailed description of an embodiment example
    [0115] The attached figures show exemplary non-limiting examples of the present invention concerning a method and system for obtaining and automatic analysis of field data and validation and / or calibration of satellite products by means of said field data.
    [0116]
    [0117] A satellite (not shown) equipped with a satellite radiometer with measurement in bands in the thermal infrared, in the spectral region between 8 and 14 pm, with observation on a thermally homogeneous region of the earth's surface obtains radiometric measurements satellites from which satellite products are obtained by calculation. The system also includes an automatic measuring station located in said region of the earth's surface that includes a field radiometer 10 with measurement in bands in the thermal infrared, in the spectral region between 8 and 14 pm, which obtains independent radiometric measurements in different azimuthal angular positions in 360 ° round, and in different zenithal angular positions in vertical planes, to obtain field data.
    [0118]
    [0119] Said automatic measuring station can rotate automatically to obtain a set of zenith and azimuthal viewing angles for which the field radiometer 10 takes measurements.
    [0120]
    [0121] The advantage of this configuration is the realization of complete scans of the terrestrial and celestial hemispheres by means of scanning measurements at predefined angles. In addition, the use of a single field radiometer 10 with a single calibration avoids possible inter-calibration problems.
    [0122]
    [0123] According to an exemplary embodiment shown in Fig. 1, the proposed automatic measuring station has a rotating disk-shaped support 20 that rotates around a fixed support 30 in the form of a hollow cylinder, which acts at the same time as a shaft. vertical axis of the system, to which it is connected by a ball bearing. This configuration allows the rotary support 20 to rotate around the fixed support 30 to achieve any desired azimuth angular position. An azimuthal servomotor SA fixed below the rotary support 20 and a cogwheel concentric to the hollow cylinder and fixed thereto are the mechanical parts that are responsible for driving the system to the selected azimuthal angular positions. A reverse construction is also contemplated in which the sprocket is fixed to the rotating support 20 and the azimuthal servomotor is fixed to the hollow cylinder.
    [0124]
    [0125] The hollow cylinder allows the insertion of a 40mm diameter mast of any desired height for taking measurements. Many conventional towers of weather stations end up in a mast to accommodate different sensors. The system can be integrated into such towers at any desired level, and not necessarily the highest.
    [0126] A zenithomatic servomotor SC is fixed to the underside of the rotary support 20 leaving its shaft horizontally and radially with respect to the azimuthal shaft shaft defined by the hollow cylinder of the fixed bracket 30, thus constituting an overhead shaft shaft.
    [0127] A field radiometer 10 with detection of bands in the thermal infrared is connected to said zenith axis tree of the zenithal servomotor SC, the field of view thereof being perpendicular to said zenith axis tree.
    [0128]
    [0129] By means of this arrangement, the actuation of the azimuthal servomotor SA modifies the azimuthal angular position of the field radiometer 10, and the actuation of the zenithal servomotor SC modifies its zenith angular position, thus achieving together reaching any azimuthal and zenithal angular position, allowing the radiometer to field 10 captures information from any region of the terrestrial or celestial hemisphere.
    [0130]
    [0131] The field radiometer 10 is preferably enclosed within a rectangular shaped head constructed of polyamide, which is externally insulated with a foam film coated with an aluminum foil. The head is fixed to the zenith shaft tree of the zenithal servomotor SC and acts as a radiant shield to avoid possible heating of the field radiometer 10 with the sun.
    [0132]
    [0133] Said head also contains the zenith angular position sensor 11 which provides a precise knowledge of the zenith angle of the field radiometer 10. Said zenith angular position sensor 11 can be for example a 2D or two-axis accelerometer.
    [0134]
    [0135] Said zenith angular position sensor 11 allows to verify that the zenith angular position of the field radiometer 10 actually achieved corresponds to the predicted zenith angular position. The accuracy of this position is important to ensure that the atmospheric parameters calculated from the field data are also accurate.
    [0136] From the readings of the zenith angular position sensor 11, the central angular positioning of the field radiometer 10 can be corrected by applying the correction algorithm described above.
    [0137]
    [0138] An experimental comparison between the positioning error committed before and after the introduction of the improvement, difference in the positioning that is ordered and that actually achieved, is shown in Figs. 3 and 4. In them it can be seen as the error in the zenith angular position of the field radiometer 10 frequently exceeds 0.4 ° and how it can reach 2 °, and such as the introduction of the zenith angular position sensor 11 and the correction of the zenith angular position made thanks to the Measurements of said sensor allow to reduce the error of the zenith angular position below 0.4 ° in practically all the measurements made.
    [0139] It is also proposed the inclusion of an azimuthal angular position sensor that provides an accurate knowledge of the azimuthal angle of the field radiometer. Said azimuthal angular position sensor can be for example a magnet attached to the underside of the rotary support in combination with three equidistant reed switches fixed to the hollow cylinder.
    [0140]
    [0141] The actuation of the azimuthal and zenith servomotors to position the field radiometer in the different azimuthal and zenithal angular positions is controlled by a control device or processor with data logging.
    [0142]
    [0143] Preferably, a serial servo-controller is used as an interface or command translator in order to achieve precise positioning and smooth movements of the azimuthal and zenithomatic servomotors between the control device and the SC and azimuthal SA servomotors.
    [0144] The field radiometer 10 can be located in any azimuthal and zenithal angular position, however to accelerate the readings the number of azimuthal and zenithal angular positions can be limited and still obtain data from the entire terrestrial and / or celestial hemisphere, depending on of the field of vision view of the field radiometer. The wider the field of view, the less readings will be necessary to cover the entire hemisphere to the detriment, however, of the angular resolution of the entire set of measurements performed.
    [0145]
    [0146] In the present case, the system is operatively configured to obtain readings of field radiometer 10 in ten different azimuthal angular positions, corresponding to 18 °, 54 °, 90 °, 126 °, 162 °, 198 °, 234 °, 270 °, 306 ° and 342 ° from the north, and in twelve zenith angular positions with selected spacing, corresponding to 0 °, 18 °, 36 °, 54 °, 72 °, 90 °, 112 °, 122 °, 142 °, 152 ° , 158 ° and 180 ° where 0 ° is the vertical zenith direction and 180 ° is the nadir vertical direction. For this configuration, a complete sweep of both hemispheres, sky and earth, fits well for a period of 15 minutes.
    [0147] The system takes the twelve consecutive measurements in the different zenithal angular positions and in the same azimuthal angular position, moves to the next azimuthal angular position through a horizontal rotation of the rotary support 20, and begins to take the next twelve measurements in the different selected zenith angular positions.
    [0148] The period of time between one measurement and the next is set at four seconds. During the first second, the control device orders the zenith servomotor
    [0149] SC its drive to produce the change of zenith angular position of the radiometer of
    [0150] field 10. After the next two seconds the control device proceeds to compare the preset position to which the field radiometer 10 should be positioned
    [0151] after actuation of the zenith servomotor SC with the data from the sensors
    [0152] of zenith angular position 11. The existing differences will be taken into account in the next position for the same vertical position and the same direction of rotation, thus achieving progressive correction and more precise positioning of the radiometer
    [0153] of field 10. These two seconds also allow the field radiometer 10 to stabilize after its movement. Finally, during the fourth second the measurement is made by the field radiometer 10.
    [0154]
    [0155] The field radiometer used is a thermal radiometer between 8-13 pm that has an accuracy of ± 0.2K at temperatures between 278K and 303K, and that should
    [0156] have a maximum vision cone of 36 °.
    [0157]
    [0158] Preferably the region of the earth's surface where the automatic measuring station is located will be a flat and thermally homogeneous region, for example a
    [0159] monoculture zone, a desert or semi-desert zone, a wetland zone, a swampy area, a lake, a saline, or the like that provides similar emissive properties, and
    [0160] with a temperature as uniform as possible in an area of at least 3x3 km2.
    [0161]
    [0162] The field data obtained from the field radiometer 10 is processed by a calculation device that receives the field data from the field radiometer 10 and also
    [0163] the satellite data obtained by the satellite radiometer.
    [0164]
    [0165] The radiance measured in an azimuthal angular direction Q and zenith $ by a radiometer of
    [0166] Field 10 in the band i that observes a surface from the ground level ( Li ( Q, $)) can be expressed as follows:
    [0167]
    [0168]
    [0169] In this equation the parameter e¡ ( Q, $) is the directional surface emissivity, B¡ ( T) is the
    [0170] mean of the Planck function in the band i, T is the average surface temperature, and Ltatm, hem is the descending atmospheric radiance.
    [0171] The parameter L''atm, hem can be obtained by integrating the value of the atmospheric radiance from a certain angular direction L¡latm ( d, 0).
    [0172]
    [0173] In case of horizontal homogeneity of the atmosphere, that is to say in conditions of total absence of clouds, or uniform cloud cover, the atmospheric radiance from a certain angular direction L¡latm ( d, 0) follows the following expressions:
    [0174]
    [0175] L 1 atm (0, f ) = L i 1 atm (0) »L a ^ tm (0 °) COS" X (0 )
    [0176]
    [0177] L i 1 atm, hem = ------------ L , ^ atm ( 0 ° )
    [0178] 2 - x
    [0179]
    [0180] The condition of total absence of clouds is necessary to obtain the terrestrial surface temperature (LST) from the satellite data obtained by the satellite radiometer, therefore to validate said satellite data it will be necessary to obtain the terrestrial surface temperature in conditions of absence of cloudiness from the field radiometer.
    [0181]
    [0182] An adjustment on the first equation using the field data obtained by the
    [0183] field radiometer, that is between ln ( Lt ^ atm (0)) and ln (cos ( 0 )) for each scan
    [0184] complete of the measuring station, it would allow to obtain the parameter X¡, dependent on the spectral band of measurement and the atmospheric conditions.
    [0185]
    [0186] As the parameter x, and therefore the term 2 in the second equation shown, is 2 - x.
    [0187]
    [0188] obtained from the field data in different angular positions measured by the field radiometer, the amount of TPW precipitable water vapor, as an atmospheric parameter, can be estimated from the following equation:
    [0189]
    [0190] TPW (cm) = c2 r _ ± _ v 2
    [0191] + ci + cn
    [0192] V 2 - xiy 2 - x,
    [0193] To obtain this equation, a quadratic regression between the quantity has been established
    [0194] of precipitable water vapor and the term 2 using the atmospheric variables L / atm
    [0195] ( 0 °) and L¡latm, hem simulated with a model of radiative transfer through the atmosphere and a large database of atmospheric profiles representative worldwide, so that the regression obtained has global validity, that is, that it can be used for any location location of the angular device. The terms c of the equation are the numerical coefficients obtained with the regression. The established regression could also be linear instead of quadratic.
    [0196]
    [0197] In the event that the region of the earth's surface has a thermohomogeneous and isotropic surface cover (such as water surfaces or certain monocultures, such as rice fields), in which the earth's surface temperature does not depend on observation angles, the evaluation of The emissivity values relative to the nadir (opposite the zénit), avoids knowledge of the Earth's own surface temperature by taking two measurements of radiance, one in the nadir, that is (0, ^), and another in a defined angular configuration (0 , $), using the following expression described in detail in the following publication:
    [0198]
    [0199] “Angular variation of land surface spectral emissivity in the thermal infrared: Laboratory investigations on bare soils. Int. J. Remote Sens. 1991, 12, 2299-2310. ”
    [0200]
    [0201]
    [0202]
    [0203]
    [0204] Since the proposed system measures the radiations in a set of azimuthal and zenithal observation angles, the emissivities relative to the nadir can be determined with the previous equation to analyze the anisotropy of the emissivities for the homogeneous surfaces observed by the system.
    [0205]
    [0206] The processing of the field data by applying the calculations described above is done automatically by at least one calculation device, and allows obtaining parameters that can be used to validate or correct the satellite data obtained by the satellite radiometer .
    [0207]
    [0208] Such satellite data typically includes radiations in the roof of the atmosphere (TOA) for spectral bands from the mid-wave infrared to the thermal infrared (for example, at 3.7, 10.85, and 12.0 pm) and in the case of sensors with dual vision, both for the nadir and for an oblique view (around a zenith angle of 55 °).
    [0209]
    [0210] The radiations in the ceiling of the TOA atmosphere in the spectral bands at 11 and 12 pm ( L ¡j Oa ( 0 , $)), or the equivalent brightness temperatures in said bands, and in the views nadir and oblique, are used to obtain the surface surface temperature by means of algorithms or differential absorption techniques in the atmosphere, of type "split-window" or "dualangle", which allow to correct the atmospheric effect while correcting the effect of surface emissivity These techniques usually require prior estimates of surface emissivity for the direction of vision by the satellite, ei (0,0), and of the precipitable water vapor contained in the atmosphere, TPW; parameters that are obtained from the field data measured by the system. Thus, the validation of the terrestrial surface temperature obtained from the satellite data (using this emissivity field data and TPW required in the corrections of the satellite data) versus the terrestrial surface temperature obtained with the field data does not require Complementary data and allows estimating the degree of deviation of these satellite products validating their degree of uncertainty. Since the field measuring device allows angular data to be obtained, the validation of satellite products can be refined using field data measured with observation angles similar to the viewing angles by the satellite.
    权利要求:
    Claims (12)
    [1]
    1. Method of obtaining and automatic analysis of field data and validation and / or calibration of satellite products using said field data consisting of the following stages:
    a) obtaining satellite radiometric measurements relative to a region of the earth's surface, by means of at least one satellite equipped with a satellite radiometer with thermal infrared bands;
    b) acquisition of radiometric field measurements simultaneous to the radiometric satellite measurements and related to that same region of the earth's surface by at least one automatic measuring station located in said region of the earth's surface, said measuring station including a field radiometer (10) with thermal infrared bands that obtain independent radiometric measurements in different azimuthal angular positions in 360 ° round, and in different zenithal angular positions in vertical planes;
    c) calculation, by at least one device for calculating atmospheric parameters that include the earth's surface temperature, calculated from the radiometric satellite measurements obtained from stage a) producing satellite products, and calculated from the radiometric field measurements obtained from stage b) producing field data;
    d) comparison between the terrestrial surface temperature calculated from the radiometric satellite measurements and the terrestrial surface temperature calculated from the radiometric field measurements obtained in step c), validating the calculations of obtaining the satellite products and / or detecting discrepancies between satellite products and field data;
    e) calculate, by means of said at least one calculation device, calibration equations applicable to satellite products in terms of radiance in the ceiling of the atmosphere for the correction of systematic and / or random errors in satellite radiometric measurements and / or error margins of satellite products; wherein the automatic measuring station includes the field radiometer (10) articulatedly connected to a rotary support (20) which in turn is articulated to a fixed support (30), the rotary support (20) being and the field radiometer (10) driven by an overhead servomotor (SC) and an azimuthal (SA) servomotor controlled by a control device configured to drive said overhead (SC) and azimuthal servomotors (SA) to position the rotary support (20) and the field radiometer (10) in said different zenithal angular positions and in different azimuthal angular positions, to obtain field data;
    characterized in that the method also includes the following stages:
    detect zenith angular position data of the field radiometer (10) by means of a zenith angular position sensor (11) in each of the zenith angular positions of stage b);
    Perform the zonal angular positioning of the field radiometer (10) in each of the zenithal angular positions of stage b) by means of a precise actuation of the zenith servomotor (SC) with control orders issued by the control device corrected with the data of the previous zenith angular positioning obtained from the zenith angular position sensor (11);
    calculating, by means of said at least one calculating device, the amount of precipitable water vapor contained in the atmosphere in said region of the earth's surface from the analysis of the variation of the different readings obtained by the field radiometer (10) in different zenithal angular positions and azimuthal angular positions within the celestial hemisphere in conditions of absence of clouds; Y
    use said amount of precipitable water vapor calculated in the calculation of the surface surface temperatures in step c).
    [2]
    2. Method according to claim 1 wherein the calculating device detects the absence of clouds in the celestial hemisphere by calculating a value relative to the presence of clouds in the atmosphere in said region of the earth's surface below a pre-established threshold from of the analysis of the angular variation of the different readings obtained by the field radiometer (10) in different zenithal angular positions and azimuthal angular positions within the celestial hemisphere.
    [3]
    3. Method according to claim 1 or 2 wherein the method is applied both day and night.
    [4]
    4. Method according to claim 1, 2 or 3 wherein the angular separation between each of the different zenithal angular positions and / or between each of the different azimuthal angular positions in which the field radiometer readings are made (10) It is a uniform angular separation.
    [5]
    5. Method according to any one of the preceding claims, wherein the angular separation between the different zenithal angular positions and / or between the different azimuthal angular positions in which the field radiometer readings (10) are made is equal to or less than the amplitude of the field radiometer view cone (10).
    [6]
    6. Method according to any one of the preceding claims, wherein the total number of zenithal angular positions is twelve with selectable angular separation while the number of azimuthal positions is ten with equidistant angular separation.
    [7]
    7. Method according to any one of the preceding claims, wherein the acquisition of field data in all zenithal and azimuthal angular positions is performed in less than 15 minutes.
    [8]
    A method according to any one of the preceding claims, wherein between consecutive zenith and / or azimuthal angular positions (10) readings at least 3 seconds pass.
    [9]
    9. Method according to any one of the preceding claims, wherein the terrestrial surface temperature, the absence of clouds and the amount of water vapor precipitable in the atmosphere are calculated by the calculation device by applying algorithms to the data obtained by the field radiometer (10).
    [10]
    10. Method according to any one of the preceding claims, wherein the precise zenithal and azimuthal angular positioning of the field radiometer (10) is performed by the steps of:
    • operate the zenith servomotor (SC) controlled by the control device to position the field radiometer (10) in a preset zenith angular position;
    • detect zenith angular position data of the field radiometer (10) by means of a zenith angular position sensor (11) configured to detect a zenith angular position of the field radiometer (10);
    • communicate the detected zenith angular position to the control device,
    • detecting, by said control device and by analyzing the detected zenith angular position, angular deviations of the field radiometer (10) from the pre-established zenith angular position;
    • operate the zenith servomotor (SC) controlled by the control device to make a correction on the next zenith angular position of the field radiometer (10) by correcting by the detected deviations.
    [11]
    11. System for obtaining and automatic analysis of field data and validation and / or calibration of satellite products using said field data that includes:
    • at least one automatic measuring station, located in a region of the earth's surface, which includes a field radiometer (10) with thermal infrared bands that obtains independent field radiometric measurements at different azimuthal angular positions at 360 ° to the round, and in different zenith angular positions in vertical planes, to obtain field data;
    • at least one calculating device configured to calculate atmospheric parameters that include the surface surface temperature from the radiometric field measurements, producing field data, and to compare that field data with satellite products that include the calculated surface surface temperature from satellite radiometric measurements, for the validation and / or calibration of satellite products;
    wherein the automatic measuring station includes the field radiometer (10) articulatedly connected to a rotary support (20) which in turn is articulated to a fixed support (30), the rotary support (20) being and the field radiometer (10) driven by an overhead servomotor (SC) and an azimuthal (SA) servomotor controlled by a control device configured to operate said overhead (SC) and azimuthal (SA) servomotors to position the rotating support (20 ) and the field radiometer (10) in said different zenithal angular positions and in different azimuthal angular positions, for obtaining field data;
    characterized in that the automatic measuring station includes
    a zenith angular position sensor (11) configured to detect a zenith angular position of the field radiometer (10) and to communicate the zenith angular position detected to the control device;
    and wherein the control device is configured for the precise correction of said zenith angular position of the field radiometer (10) in response to the angular position zenith detected by the zenith angular position sensor (11) by the precise actuation of at least the zenith servomotor (SC).
    [12]
    12. System according to claim 11 wherein the zenith angular position sensor (11) is a two-axis accelerometer attached to the field radiometer for detecting its position relative to the vertical defined by gravity.
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    同族专利:
    公开号 | 公开日
    ES2724991B2|2020-08-03|
    WO2019175455A1|2019-09-19|
    引用文献:
    公开号 | 申请日 | 公开日 | 申请人 | 专利标题
    US5354987A|1992-12-07|1994-10-11|Texas Instruments Incorporated|Calibrating focal plane arrays using multiple variable radiometric sources|
    WO1998027644A1|1996-12-03|1998-06-25|Raytheon Company|Microwave active solid state cold/warm noise source|
    US20040079870A1|2001-02-21|2004-04-29|Salmon Neil A.|Radiometers|
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