农机远程智能管理平台研发及其应用     

朱登胜  方慧  胡韶明  王文权  周延锁  王红艳  刘飞  何勇 《智慧农业(中英文)》2020,2(2):67-81

本研究针对农机管理实时数据少、农机实时作业监管困难、服务信息不对称等问题，首先提出专业化远程管理平台设计时应具有五大原则：专业化、标准化、云平台、模块化以及开放性。基于这些原则，本研究设计了基于大田作业智能传感技术、物联网技术、定位技术、遥感技术和地理信息系统的可定制化的通用农机远程智能管理平台。平台分别为各级政府管理部门、农机合作社、农机手、农户设计并实现了基于WebGIS 的农机信息库及农机位置服务、农机作业实时监测与管理、农田基础信息管理、田间作物基本信息管理、农机调度管理、农机补贴管理、农机作业订单管理等多个实用模块。研究着重分析了在当前的技术背景下，平台部分关键技术的实现方法，包括采用低精度GNSS定位系统前提下的作业面积的计算方法、GNSS定位数据处理过程中的数据问题分析、农机调度算法、作业传感器信息的集成等，并提出了以地块为核心的管理平台建设思路；同时提出农机作业管理平台将逐步从简单作业管理转向大田农机综合管理。本平台对同类型管理平台的研发具有一定的参考与借鉴作用。  相似文献   

Impact of land‐use intensity on the relationships between vegetation indices,photosynthesis and biomass of intensively and extensively managed grassland fens          下载免费PDF全文

C. M. H. Metzger  J. Heinichen  T. Eickenscheidt  M. Drösler 《Grass and Forage Science》2017,72(1):50-63

Vegetation indices are widely used as model inputs and for non‐destructive estimation of biomass and photosynthesis, but there have been few validation studies of the underlying relationships. To test their applicability on temperate fens and the impact of management intensity, we investigated the relationships between normalized difference vegetation index (NDVI), leaf area index (LAI), brown and green above‐ground biomass and photosynthesis potential (PP). Only the linear relationship between NDVI and PP was management independent (R² = 0·53). LAI to PP was described by a site‐specific and negative logarithmic function (R² = 0·07–0·68). The hyperbolic relationship of LAI versus NDVI showed a high residual standard error (s.e.) of 1·71–1·84 and differed between extensive and intensive meadows. Biomass and LAI correlated poorly (R² = 0·30), with high species‐specific variability. Intensive meadows had a higher ratio of LAI to biomass than extensive grasslands. The fraction of green to total biomass versus NDVI showed considerable noise (s.e. = 0·13). These relationships were relatively weak compared with results from other ecosystems. A likely explanation could be the high amount of standing litter, which was unevenly distributed within the vegetation canopy depending on the season and on the timing of cutting events. Our results show there is high uncertainty in the application of the relationships on temperate fen meadows. For reliable estimations, management intensity needs to be taken into account and several direct measurements throughout the year are required for site‐specific correction of the relationships, especially under extensive management. Using NDVI instead of LAI could reduce uncertainty in photosynthesis models.  相似文献   

Relationships of Spectral Reflectance with Plant Tissue Mineral Elements of Common Bean (Phaseolus Vulgaris L.) Under Drought and Salinity Stresses     

Blagoja Boshkovski  Constantinos Tzerakis  Georgios Doupis  Anhelina Zapolska  Chariton Kalaitzidis 《Communications in Soil Science and Plant Analysis》2020,51(5):675-686

ABSTRACT

Salinity and drought stresses are critical for Phaseolus vulgaris L. growth and development. They affect plants in various ways, including tissue mineral element content. Micro- and macro-elements in leaves of Phaseolus vulgaris L. (cv. ‘Blue lake’ and cv. ‘Terli’) subjected to deficit irrigation and salinity treatments were investigated, both analytically and with regards to their effect on the leaves’ spectral reflectance. B (boron), K (potassium), Mn (manganese), Na (sodium), Si (silicon) and Zn (zinc) appeared to be influenced by stress factors, mainly responding to salinity increase. The leaf spectral reflectance of the plants appeared to be significantly correlated with most of the elements under investigation. Multivariate regression identified a relationship of the reflectance at particular regions of the spectrum with phosphorus and NDVI (normalized difference vegetation index) and indicated a significant correlation with B, Fe (iron), K, Mn, P (phosphorus) and Zn. Moreover, customized spectral indices, exhibiting significantly high correlation with B, Fe, K, Mg (magnesium), Mn, Na, P, Zn and N (nitrogen), were developed.  相似文献   

基于遥感指数的草原火后植被恢复研究     

宫大鹏  闫淳  郭赞权 《西北林学院学报》2021,36(6):204-210

草原火是草原生态系统重要的干扰因子，严重影响着系统的结构与功能。基于遥感数据，以2015年“4·16”特大草原火灾为例，利用ENVI和ArcGIS等软件，分别对NDVI和GPP指数及火烧严重度下的植被恢复过程进行定量分析。结果表明，基于NDVI和GPP指数的火后植被恢复过程表现相似，不同年份植被恢复情况存在一定差异。火灾发生当年（2015年）火烧迹地植被恢复状况高于未发生火灾区域，而在火后第1年（2016年）却又稍低于未发生火灾区域，直到火后第2年（2017年），火烧迹地植被基本恢复到火前状态。同时，不同火烧严重度下的植被恢复过程在存在明显差异。草原火灾发生后当年（2015年），中强度火烧下植被恢复最好，其次是轻度，重度表现最差。草原火烧严重度对植被恢复的影响，主要表现在火后第1个植被生长季。在之后的年份里，由于草原更新能力强大，不同火烧严重度对草原植被的影响不明显。本研究可丰富草原火灾及火烧迹地植被恢复等相关研究成果，同时为草原火灾管理和草原生态系统的可持续发展提供科学依据。  相似文献   

基于多源遥感数据的河套灌区干旱时空演变特征     

牛乾坤  刘浏  程湫雅  李浩 《干旱地区农业研究》2020,38(4):266-277

利用中国气象局陆面数据同化系统（CLDAS）验证了2015—2016年土壤水分主动-被动微波数据集（SMAP）在河套灌区的适用性，基于土壤水分亏缺指数（SWDI ）和干旱周百分比（PDW）分析了作物生育期内灌区农业干旱时空演变规律，通过两个参考指标检验了SWDI在河套灌区的精度。结果表明：（1）SMAP在河套灌区的适用性较好；区域尺度上，SMAP和CLDAS的相关系数为0.65；栅格尺度上，约有69%的栅格表现良好（R>0.5），且多集中在灌区西南部和东北部。（2）严重干旱主要发生在4月下旬到5月中旬、7月下旬到8月下旬以及9月中旬到10月中旬，主要集中在灌区的西南部、中部和东部；2015—2016年PDW值略有增大，干旱事件的持续时间有所延长。（3）大气水分亏缺量（AWD）表征的气象干旱在时间上显示2 a内灌区干旱月份为5—8月；空间上，除去地形原因，SWDI和AWD的相关性较为显著，且有一半格点通过了显著性水平为0.01的显著检验，表明基于SWDI对河套灌区进行干旱状况分析具有较高的可信度。  相似文献   

Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling—Part 1: Mapping of soil classes     

Matt J. Aitkenhead  Malcolm C. Coull 《Soil Use and Management》2019,35(2):205-216

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荒漠化能量与水平衡监测系统的应用     

付蓉  孙司衡 《林业资源管理》2006,(3):81-84

利用卫星遥感技术进行宏观监测是我国荒漠化监测的重要手段,它具有高效经济的特点。本文阐述了中荷合作项目中荒漠化能量与水平衡监测系统的技术方法及主要应用。  相似文献   

加热光纤法同步测定土壤水热参数误差分析     

胡优  司炳成  李敏  何海龙  何冬  任姮烨  刘吕刚 《土壤学报》2024,61(4)

土壤水热参数是研究土壤水热传输的基本物理参数。当前热脉冲探针法（HPP）可同步测定土壤水热参数,但该方法仅限于在点尺度下测定。与其具有相同理论基础的加热光纤法（SPHP-DTS）,可将测定尺度增大至田间千米尺度,但其测定精度尚未得到有效验证。为了探知SPHP-DTS法的误差,本研究进行了SPHP-DTS法与HPP法测定土壤水热参数的对比试验。结果表明,以HPP为标准,加热光纤法测定热导率的精度RMSE为0.13 W?m-1?℃-1。SPHP-DTS法测定的热导率显著高于HPP法,主要原因在于加热光纤时产生的温度效应。通过热导率法测定土壤含水率时,在热导率测定误差的影响下,SPHP-DTS法的测定精度明显低于HPP法。SPHP-DTS法测定土壤水热参数的其他误差来源包括光纤与土壤之间多个界面的接触热阻、光纤的温度敏感性、噪音干扰以及温度梯度驱动下的水分迁移。本研究可为SPHP-DTS法提升土壤水热参数测定精度提供理论参考。  相似文献   

遥感信息在土地资源等级划分与质量评价中的应用——以内蒙古乌拉盖开发区为例     

张韬  王炜  安慧君 《干旱区资源与环境》2003,17(6):60-65

本文利用 RS、GIS的高新科技手段 ,对乌拉盖综合开发区土地资源质量等级划分与评价进行了认真研究 ,编制出乌拉盖综合开发区土地资源质量等级分布图 ,对各不同土地资源质量等级进行了评价 ,为该地区确定最佳土地利用方向、提高土地资源的生产效益、经济效益和生态效益提供科学依据  相似文献   

Spatial pattern analysis of pre- and post-hurricane forest canopy structure in North Carolina,USA     

Boutet  Jeffry C.  Weishampel  John F. 《Landscape Ecology》2003,18(6):553-559

Existing spatial patterns of a forest are in part a product of its disturbance history. Using laser altimetry and field measures of canopy top height to represent pre- and post-hurricane canopy topography, respectively, we measured changes in spatial patterns of stand structure of a United States southern mixed coniferous-deciduous for est. Autocorrelative and fractal properties were measured in this opportunistic study to quantify changes in canopy architecture along twelve, 190-250 m transects that were subjected to moderate to high levels of wind disturbance. Prior to the hurricane, canopy heights were autocorrelated at scales <40 m with an average fractal dimension of 1.71. After the disturbance, autocorrelation disappeared; the average fractal dimension rose to 1.94. This shift towards spatial randomness illustrates part of the cyclical nature of ecosystem development. It shows how a catastrophic collapse of biomass accumulation corresponds to a decrease in ecosystem organization across a landscape. This revised version was published online in July 2006 with corrections to the Cover Date.  相似文献