WO2001016560A2 - Method and apparatus for snow depth mapping - Google Patents
Method and apparatus for snow depth mapping Download PDFInfo
- Publication number
- WO2001016560A2 WO2001016560A2 PCT/CA2000/001411 CA0001411W WO0116560A2 WO 2001016560 A2 WO2001016560 A2 WO 2001016560A2 CA 0001411 W CA0001411 W CA 0001411W WO 0116560 A2 WO0116560 A2 WO 0116560A2
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- snow
- snow depth
- data signal
- computer
- data signals
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/20—Instruments for performing navigational calculations
-
- E—FIXED CONSTRUCTIONS
- E01—CONSTRUCTION OF ROADS, RAILWAYS, OR BRIDGES
- E01H—STREET CLEANING; CLEANING OF PERMANENT WAYS; CLEANING BEACHES; DISPERSING OR PREVENTING FOG IN GENERAL CLEANING STREET OR RAILWAY FURNITURE OR TUNNEL WALLS
- E01H4/00—Working on surfaces of snow or ice in order to make them suitable for traffic or sporting purposes, e.g. by compacting snow
- E01H4/02—Working on surfaces of snow or ice in order to make them suitable for traffic or sporting purposes, e.g. by compacting snow for sporting purposes, e.g. preparation of ski trails; Construction of artificial surfacings for snow or ice sports ; Trails specially adapted for on-the-snow vehicles, e.g. devices adapted for ski-trails
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01F—MEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
- G01F23/00—Indicating or measuring liquid level or level of fluent solid material, e.g. indicating in terms of volume or indicating by means of an alarm
- G01F23/22—Indicating or measuring liquid level or level of fluent solid material, e.g. indicating in terms of volume or indicating by means of an alarm by measuring physical variables, other than linear dimensions, pressure or weight, dependent on the level to be measured, e.g. by difference of heat transfer of steam or water
- G01F23/28—Indicating or measuring liquid level or level of fluent solid material, e.g. indicating in terms of volume or indicating by means of an alarm by measuring physical variables, other than linear dimensions, pressure or weight, dependent on the level to be measured, e.g. by difference of heat transfer of steam or water by measuring the variations of parameters of electromagnetic or acoustic waves applied directly to the liquid or fluent solid material
- G01F23/284—Electromagnetic waves
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
- G01S13/885—Radar or analogous systems specially adapted for specific applications for ground probing
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/13—Receivers
- G01S19/14—Receivers specially adapted for specific applications
- G01S19/19—Sporting applications
Definitions
- the present invention relates to a method and apparatus for measuring, recording, and mapping snow depth at particular positional coordinates using a ground penetrating radar (GPR) system in cooperation with a global positioning satellite system (GPS).
- GPR ground penetrating radar
- GPS global positioning satellite system
- ski slope groomers For skiing resorts, measuring the depth of snow at various locations on the ski slopes is particularly important. At the end of each skiing day, the skiing resorts send a number of ski slope groomers onto the mountain trails to smooth the trails in preparation for the next day's skiing.
- GPS assemblies can determine particular positional coordinates by "triangulation' " from satellites, m which a GPS receiver measures the distance to 3 or more satellites (usually 4) using the travel time of radio signals sent from each satellite to arrive at the GPS receiver.
- the signal sent from each satellite provides information about the satellite location. From this information, the distance from the satellite to the GPS receiver can be determined.
- GPS assemblies need very precise timing devices to measure travel time for the radio signals between the satellite and the GPS module. To ensure accuracy of the device, corrections must be applied for any delays the signal may experience as it travels through the atmosphere.
- DGPS Differential Global Positioning System
- a base unit 12 and a rover 14, for communicating with a constellation of 24 satellites, generally indicated at 16, and their ground stations. These satellites, or "man-made stars", are used as reference points to calculate positions that can be accurate to a matter of meters.
- Typical stationary base units 12 include a satellite receiver antenna 18 in communication with a GPS base receiver and processor 20.
- Base units 12 may further include a radio modem 22 in communication with a transmitter unit 24.
- each base unit 12 is typically positioned at a fixed location having known longitude, latitude and elevation coordinates so as to tie all the satellite measurements into a solid local reference that has been very accurately surveyed.
- the base unit 12 typically is positioned at an alpine ski resort located on a mountain or at the base thereof.
- the rover units 14 are used to take position measurements.
- the rover units 14 include a satellite receiver antenna 26 in communication with a GPS rover receiver and processor 28. They may also include a radio modem receiver antenna 30 in communication with a signal receiver unit 32 and a data input/output (I/O) device 34, from which data may be periodically transferred to another device such as an on-board computer or to another location such as an administrative office (not shown), via, e.g., electronic transfer, RF signal transfer, or manual transfer of a data diskette.
- I/O data input/output
- satellite signals are continuously received from the available satellites 16 by the receiver antennas 18 and 26.
- the longitude, latitude, and elevation of the base unit 12 are known and are compared with the signals received from the satellites 16 by the rover 14.
- the difference between the received and pre-recorded known data is used to correct the information received by the rover unit 14 and can typically be supplied to the rover 14 either post-process (after position measurement taking) or in real-time (instantaneously) to eliminate almost all error.
- U.S. Patent No. 5,761,095 which issued to Warren on June 2, 1998, describes the primary conventional way in which snow depth has been measured.
- the entire disclosure of U.S. Patent 5,761,095 is incorporated herein by reference.
- the conventional DGPS assembly 10, similar to that shown in U.S. Patent No. 5,761,095, can measure snow depth by communicating with a constellation of satellites 16.
- the DGPS assembly 10 can be located both within a lawn mowing tractor 36 (or other ground vehicle) to collect ground surface data and within a snow groomer 38 to collect snow surface data.
- Ground surface data refers to a series of ground positions measured in relation to a fixed reference point from which a three-dimensional map of the ground surface terrain may be extrapolated.
- Snow surface data is a collection of snow surface data points that, when assembled and compared to a fixed reference point, permits generation of a three-dimensional map of the snow surface terrain.
- the ground surface map is subtracted from the snow surface map to generate a Ah (representing the snow depth) at any given location on the mountain.
- DGPS assemblies 10 for measuring, recording, and mapping of snow depth, desired graphical representations of the ground surface and/or the snow surface can be achieved, but that extra procedures are required. Because DGPS assemblies 10 cannot measure both ground and snow surface position data simultaneously, the DGPS assembly 10 has to be maneuvered over the ground and snow surfaces at separate times to be effective. In addition, if the ground surface is changed, for example by adding new ski slopes, the DGPS assembly 10 must be used to generate ground surface data in those areas. These added procedures for measuring, recording, and mapping snow depth can take massive amounts of time and manpower, thus unnecessarily increasing the cost of snow depth measuring, recording, and mapping.
- An aspect of the present invention is to provide an apparatus for measuring snow depth at a predetermined location.
- the apparatus features a mobile vehicle and a global positioning system capable of determining a latitude, a longitude, and an elevation of the mobile vehicle at the predetermined location and of generating a positional data signal representative thereof.
- a ground penetrating radar is capable of measuring the snow depth at the predetermined location and of generating a snow depth data signal representative thereof.
- a computer in communication with the global positioning system and the ground penetrating radar, is capable of linking the positional data signal and the snow depth data signal for the predetermined location.
- Fig. 1 is a functional block diagram of a conventional GPS assembly for measuring particular positional coordinates
- Fig. 2 is a side elevational view showing a tractor or mower for collecting ground surface data according to the prior art method;
- Fig. 3 is side elevational view showing a snow groomer for collecting snow surface data according to the prior art method
- Fig. 4 is a cross-section illustrating how the depth of snow has been determined by the prior art technique
- Fig. 5 is a functional block diagram of the apparatus of the present invention.
- Fig. 6 is a side elevational view showing the simultaneous collection of positional coordinates via the GPS assembly and snow depth data via the GPR assembly;
- Fig. 7 is a graphic depiction of the positional coordinate data and the ground and snow surface data collected using the apparatus illustrated in Figs. 5 and 6;
- Fig. 8 is a block diagram setting forth the steps of the method for measuring snow depth according to the teachings of the present invention.
- the apparatus includes a Global Positioning System (GPS), generally indicated at 52. and a Ground Penetrating Radar (GPR) system, generally indicated at 54, both of which are provided on a roving vehicle 56 (i.e., a snow grooming vehicle) having a working implement 70 (otherwise known as a tiller).
- GPS Global Positioning System
- GPR Ground Penetrating Radar
- the GPS assembly 52 collects position data
- the GPR assembly 54 collects snow depth data for the selected area 58 (as described in greater detail below). Both sets of data are stored within an on-board computer 60.
- the on-board computer 60 links the position data with the snow depth data to create a database that calculates the snow depth for the selected area 58.
- the database is stored in a data module 62 and can be manipulated by computer software to create a snow depth map 64 (Fig. 7), which is viewable on a display screen (not shown) of the on-board computer 60 in either a flat, two-dimensional view or a three-dimensional view.
- the map 64 will allow the snow grooming vehicle 56 to use a work implement 70 (e.g., a tiller) efficiently to groom the snow into desired shape contours and/or snow depth distributions.
- Snow grooming vehicle 56 is also provided with a plow 65 at a front end for pushing large quantities of snow to a location 58 where the snow depth has fallen below a minimally acceptable depth or where an ice patch has been created or revealed due to use by skiers.
- plow 65 can be used to move snow from a positional location where there is an excess of snow to the positional location where additional snow is required.
- Fig. 5 illustrates a GPS assembly 52 according to the present invention.
- Those elements that are similar to the elements shown in the prior art GPS assembly 10 (Figs. 1-3) are not discussed in detail and are indicated with the same reference numerals.
- the GPS assembly 52 uses some elements similar in both construction and operation as GPS assembly 10, the above described explanation of these elements in GPS assembly 10 will suffice to give an understanding of both structure and operation of the same elements of GPS assembly 52.
- the GPS assembly 52 used to determine the groomer' s position is manufactured by Ashtech Precision Products (Magellan Corporation, Santa Clara, California, USA) and sold under the name GPS series GBX Pro. While this particular model is preferred, it should be noted that any other model of GPS may be substituted therefor without deviating from the scope and spirit of the present invention.
- the GPS assembly 52 sends the position data in real time via its RS-232 serial port to the on-board computer 60.
- any suitable method known in the art including the technique described above may be employed.
- the GPR assembly 54 is adapted to measure snow depth.
- the GPR assembly 54 includes a transducer or antenna 66, which is set-up (i.e., "tuned") for the snow dielectric particularity. This means that the GPR transmission frequency is adjusted to sense the subsurface interface between the snow and the ground by distinguishing between their differing dielectric properties.
- the transducer 66 may be adaptable such that finer frequency adjustments can be made. Adjustments may be required because of the expected depth of the snow. Also, frequencies may differ depending on the snow conditions in which the measurements are to be made. Turning the GPR frequency for expected conditions and depths is well known in the art and therefore will not be further described herein.
- the GPR assembly 54 is adapted to scan in front of the snow grooming vehicle 56 as it traverses the selected area 58.
- the transducer 66 is positioned beneath the front underside of the snow grooming vehicle 56 (generally under the cab).
- transducer 66 provides scanned coverage of the width of the snow grooming vehicle 56 and the effective working width of the work implement 70.
- An electronic module 68 such as a digital control unit, communicates with the transducer 66 and has dedicated software (not shown), which provides a proper algorithm to isolate the snow depth from all of the noise received.
- a digital-to-analog converter Positioned within the electronic module 68 is a digital-to-analog converter (not shown), which communicates the measured snow depth as a voltage signal to the on-board computer 60 for further processing and display.
- the voltage signal communicated from the GPR assembly 54 could also be transmitted as digital data via a communication port (not shown).
- the dedicated software is specifically written for the GPR assembly 54 to sense snow depth.
- Such software is commercially available from SnowScan, a division of Sensors and Software, Inc. of Mississauga, Ontario. However, any software providing an algorithm capable of isolating snow depth from all the noise received by the transducer and electronic module will be sufficient and may be supplied by any manufacturer and/or supplier of GPR equipment.
- the preferred GPR assembly 54 is commercially available from SnowScan, a division of Sensors and Software, Inc. of Mississauga, Ontario.
- the on-board computer 60 is basically a micro-controller with input and output drivers for controlling the GPS assembly 52 and the GPR assembly 54.
- the on-board computer 60 is calibrated and programmed to receive and interpret both the voltage signal communicated from the electronic module 68 as a snow depth measurement and the position data sent from the data input/output (I/O) device 34 of the GPS assembly 52.
- the computer 60 receives the position data through a serial communication port driver (not shown) and links it with the snow depth data received from the electronic module 68. Once linked, another serial communication port driver (not shown) transmits the database containing snow depth for the selected area 58 to the storage module 62.
- the computer 60 includes dedicated software, stored on an EEPROM or a SRAM memory, for manipulating the different I/O to provide the desired result in the form of graphical representations of the ground and snow surfaces 44, 46. More specifically, since the created database is stored in the data module 62, the dedicated software of computer 60 can manipulate the database to generate the snow depth map 64.
- the database can be stored in any electronic memory type that allows dedicated software to manipulate the database in such a way as to generate a snow depth map.
- the snow depth map 64 graphically represents the ground and snow surfaces 44, 46, wherein the area "d" between the ground and snow surface maps 44, 46 represents the volume or depth of snow.
- each data point in x-y-z coordinates is representative of a measured set of longitude, latitude and elevation data for a particular point on the ground and snow surface 44, 46, respectively.
- the map 64 can be viewed in flat, two-dimensional views or in three-dimensional views on the display screen on the display screen.
- the map 64 can be created in real time, as the positional coordinate data and the snow depth data is gathered on the site and could also be color-coded (or similar technique) to more clearly illustrate snow depth information.
- Software for generating color-coded maps is available from RDS Technology Ltd, Gloucestershire, England and is suitable for this purpose.
- ground and snow surface data can be processed and compared into various approximated graphical representations or maps, such as by surface modeling.
- Other processing and data presentation can be by other known means, such as, for example, those means desc ⁇ bed m U.S. Patent No. 5,761,095.
- mapping snow depth based on GPS position data other measurable parameters can be mapped based on GPS position data as well. For example, local slope inclination can be mapped as can groomer configuration settings as the groomer traverses the ski slope terrain.
- the on-board computer 60 is packaged in such a way that it can be installed in a rovmg vehicle such as the snow grooming vehicle 56.
- the computer 60 is located in the cab of the snow grooming vehicle 56, where it is easily accessible to the operator
- the preferred on-board computer 60 is commercially available from RDS Technology Ltd, Gloucestershire, England and sold under the model BPM2- KJK, Pro- Series. However, any computer type device with the capacity of receiving signals such as analog input, digital input, se ⁇ al commumcation, CAN protocol communication, etc. could be used in the apparatus 50 so as to control the GPS assembly 52 and the GPR assembly 54 It is contemplated that the on-board data manipulating micro-processors and associated software and/or data storage modules may be omitted from the apparatus 50 or may be located outside of the snow grooming vehicle 56 such as in administrative center Additionally, the raw, unprocessed GPS and GPR data signals could be transmitted directly, by means of RF transmissions, to a central data processing center
- the work implement 70 in the form of a snow groomer (blade, tiller, etc ) is movably attached at the rear of the snow grooming vehicle 56 so that the implement 70 is pulled by the snow grooming vehicle 56 to groom the snow into desired surface contours and/or snow depth distributions as the snow grooming vehicle 56 traverses the snow surface 42 as for example of a ski slope (Fig. 6).
- the implement 70 is manually movable by the operator of the snow grooming vehicle 56, wherein the operator may control the position and movement of the implement 70 relative to the ground and snow surfaces 40, 42.
- implement 70 may be controlled by a pre-set program that is keyed to the location of groomer 56 on the ski slope.
- a particular implement set-up could be defined for a desired snow depth and the database could be used as referential information.
- Software could manipulate the snow depth database to create command signals to match the snow depth set-up for each known positional coordinate.
- the GPS would send the actual positional coordinate to a controller, which in turn would send the pre-defined commands for this particular positional coordinate to electrical components such as valve coils, pump coils, motors and others needed by the implement to function.
- These commands could be current or voltage signals; however, any other known signal for transmitting pre-defined commands created by various types of software could be used.
- position data and snow depth data can be recorded simultaneously at regular intervals based on some particular measurable parameter.
- data can be recorded at any regular time intervals or at any regular intervals of the distance traveled by the snow grooming vehicle 56 carrying the GPS and GPR assemblies 52, 54, respectively.
- positional coordinate data and snow depth data are recorded about every three feet of travel by the snow grooming vehicle 56.
- Position data is measured as described above by the GPS assembly 52.
- the GPR assembly 54 measures data in the following manner.
- the transducer 66 of the GPR assembly 54 is externally attached to the snow grooming vehicle 56 in such a manner that it transmits pulses of ultra high frequency radio waves (microwave electromagnetic energy) 67 at an appropriate angle so as to achieve desired penetration into the ground. While those skilled in the art would appreciate that any suitable frequency of radio waves 67 may be used, a frequency between about 500-1,000 MHz is preferred. As for the angle of incidence of those radio waves 67 to the ground, it is preferred that they be aimed directly to the target area, or at least as directly to the target area as possible. However, those skilled in the art will readily appreciate that radio waves 67 also may be aimed at an angle to the ground where needed.
- radio waves 67 also may be aimed at an angle to the ground where needed.
- the transmitted waves 67 are reflected from various buried objects or distinct subsurface interfaces between different earth materials, such as the interface between snow and the ground. As described above, the frequency of the transmitted waves 67 can be varied to adjust the depth of penetration of the waves, to thereby control the depth to which the GPR assembly 54 can discern subsurface features.
- the transducer 66 then receives the reflected waves 69 and stores the data associated with them in the electronic module 68, which in turn, communicates the snow depth data as the voltage analog signal to the onboard computer 60. Then, the position information sent from the GPS assembly 52 and the voltage signal sent from the GPR assembly 54 is received, interpreted and processed by the onboard computer 60.
- the computer 60 creates the database containing snow depth for each particular positional coordinate traversed by the snow grooming vehicle 56.
- the dedicated software of the computer 60 manipulates the created database to generate the snow map 64. These steps are generally shown in Fig. 8.
- the snow map 64 is then displayed on the display screen of the on-board computer 60 and can be used to plan snow grooming work or to and analyze the snow grooming result.
- a ski resort could use the map for a variety of purposes.
- the resort could analyze the data to optimally plan future snow grooming work or to study past grooming operations.
- the resort could use the data to plan snow-making efforts and coordinate equipment needs.
- the resort might optimize snow depth to stretch the operating season. Maps may be compared to one another to evaluate changes in snow depth and to monitor snow deterioration.
- a map of this type may also be useful in other non-ski-related environments.
- snow removal industries may benefit from the present invention. So might snowmobile trail grooming companies, snowmobile industries, and other snow-related industries where knowing the snow depth at a particular location provides added value.
- other non-snow-related industries i.e., agriculture
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- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Electromagnetism (AREA)
- General Physics & Mathematics (AREA)
- Fluid Mechanics (AREA)
- Civil Engineering (AREA)
- Structural Engineering (AREA)
- Architecture (AREA)
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- Automation & Control Theory (AREA)
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Abstract
Description
Claims
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AU18472/01A AU1847201A (en) | 1999-11-30 | 2000-11-29 | Method and apparatus for snow depth mapping |
CA002394243A CA2394243A1 (en) | 1999-11-30 | 2000-11-29 | Method and apparatus for snow depth mapping |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US16791499P | 1999-11-30 | 1999-11-30 | |
US60/167,914 | 1999-11-30 | ||
US64429800A | 2000-08-23 | 2000-08-23 | |
US09/644,298 | 2000-08-23 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2001016560A2 true WO2001016560A2 (en) | 2001-03-08 |
WO2001016560A3 WO2001016560A3 (en) | 2001-06-14 |
Family
ID=26863595
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/CA2000/001411 WO2001016560A2 (en) | 1999-11-30 | 2000-11-29 | Method and apparatus for snow depth mapping |
Country Status (3)
Country | Link |
---|---|
AU (1) | AU1847201A (en) |
CA (1) | CA2394243A1 (en) |
WO (1) | WO2001016560A2 (en) |
Cited By (11)
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EP1291669A1 (en) * | 2001-09-05 | 2003-03-12 | Österreichische Bundesbahnen | Device and method for identifying inhomogeneities in at least one snow layer |
EP2071281A1 (en) | 2007-12-10 | 2009-06-17 | ViewServe AB | Varying snow depth monitoring system and method |
DE102009039716B3 (en) * | 2009-08-28 | 2011-01-20 | Ruprecht-Karls-Universität Heidelberg | Measurement method for the nondestructive analysis of a snow coating and measuring device for carrying out the measuring method |
DE102015208364A1 (en) * | 2015-05-06 | 2016-11-10 | Robert Bosch Gmbh | A method for determining properties of a ground on which a vehicle operable away from paved roads is moved |
EP3633107A1 (en) * | 2018-10-05 | 2020-04-08 | Kässbohrer Geländefahrzeug AG | Ski trail maintenance vehicle and method for operating same |
WO2020087787A1 (en) * | 2018-11-02 | 2020-05-07 | 北京讯腾智慧科技股份有限公司 | Snow layer thickness monitoring method and system employing beidou system and multiple sensors |
CN111741872A (en) * | 2017-12-20 | 2020-10-02 | 普瑞诺斯股份公司 | Snow vehicle |
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IT202000011272A1 (en) * | 2020-05-15 | 2021-11-15 | GROWER VEHICLE AND METHOD OF CHECKING A GROWER VEHICLE | |
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DE3416246C1 (en) * | 1984-05-02 | 1985-10-24 | Ski-Data Computer-Handelsgesellschaft mbH, St. Leonhard, Grödig | Device for controlling the movements of the grading tools of snow groomer vehicles |
ZA948824B (en) * | 1993-12-08 | 1995-07-11 | Caterpillar Inc | Method and apparatus for operating geography altering machinery relative to a work site |
US5761095A (en) * | 1997-03-10 | 1998-06-02 | Rgs, Llc | System for monitoring the depth of snow |
-
2000
- 2000-11-29 AU AU18472/01A patent/AU1847201A/en not_active Abandoned
- 2000-11-29 WO PCT/CA2000/001411 patent/WO2001016560A2/en active Application Filing
- 2000-11-29 CA CA002394243A patent/CA2394243A1/en not_active Abandoned
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EP1291669A1 (en) * | 2001-09-05 | 2003-03-12 | Österreichische Bundesbahnen | Device and method for identifying inhomogeneities in at least one snow layer |
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DE102009039716B3 (en) * | 2009-08-28 | 2011-01-20 | Ruprecht-Karls-Universität Heidelberg | Measurement method for the nondestructive analysis of a snow coating and measuring device for carrying out the measuring method |
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DE102015208364A1 (en) * | 2015-05-06 | 2016-11-10 | Robert Bosch Gmbh | A method for determining properties of a ground on which a vehicle operable away from paved roads is moved |
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EP3633107A1 (en) * | 2018-10-05 | 2020-04-08 | Kässbohrer Geländefahrzeug AG | Ski trail maintenance vehicle and method for operating same |
EP3633107B1 (en) | 2018-10-05 | 2022-03-30 | Kässbohrer Geländefahrzeug AG | Ski trail maintenance vehicle and method for operating same |
WO2020087787A1 (en) * | 2018-11-02 | 2020-05-07 | 北京讯腾智慧科技股份有限公司 | Snow layer thickness monitoring method and system employing beidou system and multiple sensors |
CN113383128A (en) * | 2018-11-20 | 2021-09-10 | 普瑞诺斯股份公司 | Snow compactor with automatic function and method for controlling snow compactor |
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IT202000011272A1 (en) * | 2020-05-15 | 2021-11-15 | GROWER VEHICLE AND METHOD OF CHECKING A GROWER VEHICLE | |
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CN112578362A (en) * | 2020-12-30 | 2021-03-30 | 成都圭目机器人有限公司 | Three-dimensional ground penetrating radar data positioning method |
CN115015899A (en) * | 2022-04-19 | 2022-09-06 | 合众新能源汽车有限公司 | Positioning method and device and electronic equipment |
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Publication number | Publication date |
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CA2394243A1 (en) | 2001-03-08 |
WO2001016560A3 (en) | 2001-06-14 |
AU1847201A (en) | 2001-03-26 |
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