CN201503392U - Handheld soil nutrient nondestructive measurement device based on near infrared spectrum - Google Patents
Handheld soil nutrient nondestructive measurement device based on near infrared spectrum Download PDFInfo
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- CN201503392U CN201503392U CN 200920123351 CN200920123351U CN201503392U CN 201503392 U CN201503392 U CN 201503392U CN 200920123351 CN200920123351 CN 200920123351 CN 200920123351 U CN200920123351 U CN 200920123351U CN 201503392 U CN201503392 U CN 201503392U
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Abstract
The utility model discloses a handheld soil nutrient nondestructive measurement device, which comprises a microprocessor, a liquid crystal display, a light source, a near infrared spectrum module, a data storage unit, a power supply and a Y-shaped optical fiber. The microprocessor is connected with the near infrared spectrum module via an RS232 serial interface circuit, the power supply supplies power to the microprocessor, the liquid crystal display, the light source, the near infrared spectrum module and the data storage unit respectively, the tail end of the Y-shaped optical fiber is a spectrum acquiring probe, and two other ends are respectively connected with the power supply and the near infrared spectrum module. The handheld soil nutrient nondestructive measurement device can measure the most important soil nutrient information including nitrogen content, phosphorus content, potassium content and organic matter content. The near infrared spectrum module and the microprocessor are respectively used for acquiring and processing spectrum to cover the shortages that the conventional large-sized infrared spectrometer can be used indoors only and can not be suitable to be carried in the fields. The weight of whole handheld soil nutrient nondestructive measurement device is less than 1kg and convenient in carrying and can meet fast measurement requirements on soil nutrient in the fields.
Description
Technical field
The present invention relates to a kind of hand-held soil nutrient quick nondestructive measurement mechanism, belong to agricultural and bioengineering field.
Background technology
Soil nutrient is to offer the plant necessary nutrient of growing by soil, and the nutrient of grasping agricultural land soil distributes, and is significant to guiding agricultural production.
Digital Agriculture is the important directions that new and high technology is used at agricultural and bioengineering field, also is the important symbol of agricultural modernization.The nutrient information of grasping agricultural land soil is one of important and foundation in the Digital Agriculture.At present the artificial survey soil prescription mode that adopts of China's tradition consuming time, take a lot of work, and be difficult in the field direct and quick determination, be not suitable for the requirement of mechanized agricultural operation.
Modern near-infrared spectrum analysis is with learn a skill the combination with the basic test technology of spectral measurement methods, computer technology, stoichiometry.Composition that to be sample group, composition or states of matter information that near infrared spectrum is reflected record with reference method with standard or approval or character data adopt stoichiometry to learn a skill and set up calibration model, come a kind of analytical approach of its composition of fast prediction or character then by the calibration model to the mensuration of unknown sample spectrum and foundation.Compare with the traditional analysis technology, near-infrared spectral analysis technology has plurality of advantages, it can only be measured by the collection of sample being finished a near infrared spectrum in a few minutes, can finish the mensuration (can reach ten remainder indexs at most) of its multinomial performance index.Do not need during spectral measurement analytic sample is carried out pre-treatment; Do not consume other material in the analytic process or destroy sample; Analyze favorable reproducibility, cost is low, can be applicable to a plurality of fields such as oil and petrochemical complex, basic organic chemical industry, fine chemistry industry, metallurgy, life science, pharmacy, clinical medicine, agricultural, food, beverage, tobacco, weaving, papermaking, cosmetics, quality supervision, environmental protection.
Publication number is the method that the application for a patent for invention of CN101210875 discloses a kind of nondestructive measurement soil nutrient content based on near-infrared spectrum technique.The detection of soil nutrient content comprises two stages of mensuration of setting up calibration model and unknown sample.At first will set up calibration model, the sample that must collect the different soils type is as the calibration samples collection, and scanning obtains the near infrared spectrum of calibration samples collection, and the spectroscopic data that obtains is carried out the spectrum pre-service.Adopt National Standard Method to measure the nutrient content of modeling sample then as standard content.Adopt polynary correcting algorithm to set up the near infrared spectrum of modeling sample and the quantitative relationship between their the nutrient standard content, promptly set up calibration model.For soil sample to be detected, if their near infrared light spectrogram of scanning, and being input to calibration model through the pretreated spectroscopic data of corresponding spectrum, the mensuration of process calibration model has promptly obtained each nutrient content of this soil.Whole process realizes collection, storage, demonstration and the processing capacity of data under the control of computing machine.But this method needs that also the laboratory is gone back in the pedotheque collection to be detected, and can not realize the fast detecting in field.
Summary of the invention
The invention provides a kind of hand-held soil nutrient quick nondestructive measurement mechanism, on the basis of analyzing for the soil nutrient near infrared spectrum data, soil nutrient is detected on the microprocessor that mathematical model is cured to hand-held soil nutrient quick nondestructive measuring system, realize that soil nutrient measures fast.
A kind of hand-held soil nutrient quick nondestructive measurement mechanism based near infrared spectrum comprises microprocessor, LCDs, light source, near infrared spectrum module, data-carrier store, power supply and y-type optical fiber composition; Microprocessor links to each other by the RS232 serial interface circuit with the near infrared spectrum module; Power supply is respectively to microprocessor, LCDs, light source, near infrared spectrum module and data-carrier store power supply; The end of y-type optical fiber is the spectra collection probe, and two ends connect light source and near infrared spectrum module respectively in addition.
The light of the covered near infrared range that light source sends shines soil surface by y-type optical fiber, and light by y-type optical fiber, enters the near infrared spectrum module by probe after absorbing reflection and diffuse reflection through the surface at last; Microprocessor receives the spectroscopic data of near infrared spectrum module, detects mathematical model by the operation soil nutrient and obtains detecting data, will detect data storing in data-carrier store and be presented on the LCDs.
Described microprocessor is connected with keyboard, and the one, realize parameter setting to instrument, the 2nd, the measuring process of control instrument and data presentation status function, the 3rd, realize the removing that shows, page turning demonstration etc. are realized man-machine interaction.
The step of the foundation of described soil nutrient detection mathematical model is as follows:
1) spectra collection of standard pedotheque: use the near infrared spectrum that the near infrared spectrum module is gathered the sample of different soils type, each sample needs repeatedly duplicate measurements, and with the standard spectrum of the average back of the spectrum that measures as this sample.
2) pre-service of spectrum: adopt preprocessing procedures commonly used such as level and smooth, standardization, centralization, derivative, polynary scatter correction and standard normal variable.
3) the nutrient value by standard chemical process measurement standard pedotheque: wherein can adopt triumphant formula nitriding to measure nitrogen content, adopt the molybdenum antimony resistance colorimetric method phosphorus content, adopt flame photometry to measure potassium content, adopt potassium dichromate method to measure the content of organic matter.
4) adopt chemometrics method to set up the relational model of spectroscopic data and canonical measure value: described chemometrics method comprises multiple linear regression, principal component regression, partial least squares regression, artificial neural network and support vector machine, at different soil nutrients, can adopt different chemometrics methods to set up the relational model of spectroscopic data and canonical measure value.
Spectrum to the unknown soil sample that measures, at different soil nutrients, at first carry out corresponding spectrum pre-service, then that pre-service is good spectrum input soil nutrient detects mathematical model, model is chosen the nutrient prediction that corresponding relational model carries out unknown sample according to different soil nutrients.
Described power supply can be selected various ways such as 220V civil power, accumulator and solar panel as required.
The beneficial effect that apparatus of the present invention have is:
(1) realized soil nutrient information fast, harmless, non-cpntact measurement;
(2) the topmost nutrient information of instrument measurable soil comprises nitrogen content, phosphorus content, potassium content and the content of organic matter;
(3) carry out the collection and the processing of spectrum by near infrared spectrum module and microprocessor, remedied traditional large-scale near infrared spectrometer and can only be not suitable for the deficiency that carry in the field in indoor use;
(4) near infrared spectral range that can gather has expanded to whole near infrared 900-2550nm, has strengthened the soil nutrient measurement capability of system.
(5) use of optical fiber makes spectral signal gather little interference by environment;
(6) the not enough 1kg of whole installation weight is easy to carry, and can satisfy the field soil nutrient and measure needs fast.
Description of drawings
Fig. 1 is the theory diagram of apparatus of the present invention.
Embodiment
Device as shown in Figure 1 is by microprocessor 1, LCDs 3, light source 4, near infrared spectrum module 5, keyboard 6, data-carrier store 7, and power supply 8 and y-type optical fiber 2 are formed; Microprocessor 1 links to each other by the RS232 serial interface circuit with near infrared spectrum module 5; Adopt accumulator as power supply 8, power supply 8 is respectively to microprocessor 1, LCDs 3, light source 4, near infrared spectrum module 5, keyboard 6 and data-carrier store 7 power supplies; The end of y-type optical fiber is the spectra collection probe, and two ends connect light source 4 and near infrared spectrum module 5 respectively in addition; To soil surface, light by probe, by optical fiber, enters near infrared spectrum module 5 after absorbing reflection and diffuse reflection through the surface to the light of the covered near infrared range that light source 4 sends at last by fiber-optic illuminated.
Near infrared spectrum module 5 models are NIR256-2.5, and spectral range is 900-2550nm, and resolution is about 7.5-25.0nm FWHM, 256 pixel InGaAs line array CCD detecting devices, integral time the 1-30 millisecond, 16 A A/D converters, USB2.0 interface and RS232 interface.
Microprocessor 5 models are STC12C5A60S2, Flash program storage in the 62KB sheet are arranged, 1280 byte ram in slice data-carrier stores, 2 UART interfaces.
The spectrum of 1 pair of unknown soil sample that measures of microprocessor at different soil nutrients, at first carries out corresponding preprocessing procedures, and then that pre-service is good spectrum input soil nutrient detects mathematical model.Model is chosen the nutrient prediction that corresponding relational model carries out unknown sample according to different soil nutrients
The step that soil nutrient detects mathematical model foundation is as follows:
1) spectra collection of standard pedotheque: use the near infrared spectrum that the near infrared spectrum module is gathered the sample of different soils type, each sample needs repeatedly duplicate measurements, and with the standard spectrum of the average back of the spectrum that measures as this sample.
2) pre-service of spectrum: adopt preprocessing procedures commonly used such as level and smooth, standardization, centralization, derivative, polynary scatter correction and standard normal variable.
3) the nutrient value by standard chemical process measurement standard pedotheque: wherein can adopt triumphant formula nitriding to measure nitrogen content, adopt the molybdenum antimony resistance colorimetric method phosphorus content, adopt flame photometry to measure potassium content, adopt potassium dichromate method to measure the content of organic matter.
4) adopt chemometrics method to set up the relational model of spectroscopic data and canonical measure value: described chemometrics method comprises multiple linear regression, principal component regression, partial least squares regression, artificial neural network and support vector machine, at different soil nutrients, can
Set up the relational model of spectroscopic data and canonical measure value to adopt different chemometrics methods.
The principle of work of apparatus of the present invention is as follows:
The built-in soil nutrient based near infrared spectrum of microprocessor detects mathematical model, but measured soil nitrogen content, phosphorus content, potassium content and the content of organic matter.It is that the near infrared spectrum module of main body is as the near infrared spectrum acquisition device that system adopts 256 pixel InGaAs line array CCD detecting devices of fixed light path, adopt the low-power consumption microprocessor, has soil near infrared spectrum signals collecting, function such as soil nutrient information is calculated fast, shown, storage, transmission.Microprocessor connects the near infrared spectrum module by the RS232 interface.To soil surface, light by probe, by optical fiber, enters the near infrared spectrum module after absorbing reflection and diffuse reflection through the surface to the light that built-in light source sends at last by fiber-optic illuminated.The near infrared spectrum module becomes digital signal by mould/number conversion with the spectral simulation conversion of signals that collects, and through behind the amplifying circuit, is input to microprocessor by RS232.Microprocessor operation soil nutrient detects the mathematical model program, finishes the calculating of soil nutrient, and the result is stored in the data-carrier store and is presented on the LCDs.
Claims (2)
1. the hand-held soil nutrient quick nondestructive measurement mechanism based near infrared spectrum is characterized in that: comprise microprocessor (1), LCDs (3), light source (4), near infrared spectrum module (5), data-carrier store (7), power supply (8) and y-type optical fiber (2); Microprocessor (1) links to each other by the RS232 serial interface circuit with near infrared spectrum module (5); Power supply (8) is respectively to microprocessor (1), LCDs (3), light source (4), near infrared spectrum module (5) and data-carrier store (7) power supply; The end of y-type optical fiber is the spectra collection probe, and two ends connect light source (4) and near infrared spectrum module (5) respectively in addition.
2. the hand-held soil nutrient quick nondestructive measurement mechanism based near infrared spectrum as claimed in claim 1, it is characterized in that: described microprocessor (1) is connected to keyboard (6).
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101975764A (en) * | 2010-09-29 | 2011-02-16 | 中国农业大学 | Near infrared spectrum technology-based multiband soil nitrogen detection device and method |
| CN103884820A (en) * | 2014-04-09 | 2014-06-25 | 杜晨林 | Portable comprehensive quick detection device |
| CN105758819A (en) * | 2016-02-29 | 2016-07-13 | 上海交通大学 | Method for detecting organic components of soil by utilizing near infrared spectrum |
| CN106525766A (en) * | 2016-11-07 | 2017-03-22 | 江南大学 | Near infrared spectrum measurement method for potassium content in oil sand |
| CN110553736A (en) * | 2019-10-17 | 2019-12-10 | 中国科学院长春光学精密机械与物理研究所 | raman spectrometer |
| CN110672702A (en) * | 2019-10-21 | 2020-01-10 | 商洛学院 | Soil component detection modeling and analysis system |
| CN116660206A (en) * | 2023-05-31 | 2023-08-29 | 浙江省农业科学院 | Crop yield estimation method and system |
-
2009
- 2009-06-29 CN CN 200920123351 patent/CN201503392U/en not_active Expired - Fee Related
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101975764A (en) * | 2010-09-29 | 2011-02-16 | 中国农业大学 | Near infrared spectrum technology-based multiband soil nitrogen detection device and method |
| CN101975764B (en) * | 2010-09-29 | 2013-01-30 | 中国农业大学 | Near infrared spectrum technology-based multiband soil nitrogen detection device and method |
| CN103884820A (en) * | 2014-04-09 | 2014-06-25 | 杜晨林 | Portable comprehensive quick detection device |
| CN105758819A (en) * | 2016-02-29 | 2016-07-13 | 上海交通大学 | Method for detecting organic components of soil by utilizing near infrared spectrum |
| CN106525766A (en) * | 2016-11-07 | 2017-03-22 | 江南大学 | Near infrared spectrum measurement method for potassium content in oil sand |
| CN110553736A (en) * | 2019-10-17 | 2019-12-10 | 中国科学院长春光学精密机械与物理研究所 | raman spectrometer |
| CN110672702A (en) * | 2019-10-21 | 2020-01-10 | 商洛学院 | Soil component detection modeling and analysis system |
| CN116660206A (en) * | 2023-05-31 | 2023-08-29 | 浙江省农业科学院 | Crop yield estimation method and system |
| CN116660206B (en) * | 2023-05-31 | 2024-05-28 | 浙江省农业科学院 | Crop yield estimation method and system |
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