格网分辨率对生态动力学模型模拟结果的影响

以2009年4月太湖生态学实验数据为基础,研究了15、20、25、30 m格网分辨率下NPZD生态动力学模型模拟结果的差异性.结果表明,格网分辨率和平均浓度及浓度均方根之间存在较复杂的关系,难以用统计方法加以描述.总体而言,格网分辨率的不同,生态动力学模型计算得到的磷浓度、悬浮泥沙浓度和叶绿素a浓度的平均值、均方根和空间布局也将不同.在实际应用中,应该选择适宜的格网分辨率进行生态学参数模拟,进而实现对太湖水体状况的正确模拟与预测.     

Influence of mapping resolution on assessments of stream and streamside conditions: lessons from coastal Oregon,USA

• 1. Digital hydrographic data are commonly employed in research, planning, and monitoring for freshwater conservation, but hydrographic datasets differ in spatial resolution and accuracy of spatial representation, possibly leading to inaccurate conclusions or unsuitable policies for streams and streamside areas.
• 2. To examine and illustrate the potential for different hydrographic datasets to influence in‐channel and streamside characterizations, a study area in the US Pacific Northwest was chosen because 1:100 000, 1:24 000, and densified 1:24 000 hydrography are available and widely used in research and management for several species of Pacific salmon and trout at risk. The potential was examined for differences among the digital hydrographic datasets in: (1) spatial extent to influence estimated abundances of fish habitat, streamside buffer conditions, and fish distributions; and (2) spatial position to influence estimated streamside buffer conditions and estimated stream gradient.
• 3. The analysis of spatial extent found the total stream length represented by the 1:100 000 hydrography was approximately one half that of 1:24 000 hydrography and only one fifth that of densified 1:24 000 hydrography. The 1:100 000 and 1:24 000 networks differed significantly for 13 out of 18 fish habitat attributes, and the three hydrographic datasets differed significantly for many characteristics in streamside buffers; fish distributions mapped at 1:24 000 added 6–14% of stream length to 1:100 000 distributions. The analysis of spatial position found few differences between the 1:100 000 and 1:24 000 hydrography in streamside buffer characteristics but significant differences in channel gradient.
• 4. Overall, hydrographic datasets differed only slightly in spatial position but differed in spatial extent to the point of representing different populations of streams. If species inhabiting larger streams (greater mean annual discharge) are of interest, then results derived from studies based on 1:100 000 hydrography should prove useful. However, higher‐resolution hydrography can be critical when designing and implementing strategies to protect fish and other aquatic species at risk in smaller streams.

Copyright © 2008 John Wiley & Sons, Ltd.     

An ecosystem modelling approach to deriving viable harvest strategies for multispecies management of the Northern Gulf of California

• 1. An ecosystem analysis was developed focusing on resource exploitation and biodiversity conservation for the Northern Gulf of California. The main tools employed were a trophic ecosystem model and time dynamic simulations.
• 2. The ecosystem was represented by an Ecopath model that included 34 functional groups, from primary producers to top predators. It included relevant species in the area such as commercially important shrimp (e.g. Litopenaeus stylirostris) and highly endangered species (Phocoena sinus and Totoaba macdonaldi).
• 3. Temporal simulations of changing fishing effort allowed the evaluation of fishing impact on the ecosystem components and, particularly, on protected species. Formal optimization methods were applied with the purpose of searching viable temporal patterns of fishing effort that might minimize social, economic and conservationist conflicts in the area.
• 4. The results of those simulations showed the capability of the model to represent reference temporal series of relative biomass. The search for viable fishing strategies resulted in effort allocation consistent with those proposed by other studies; that is, a decrease in the industrial shrimp fleet (35–65%), a decrease in the gillnet fishing fleet (52–57%), and an increase of the artisanal shrimp fishery (63–222%).
• 5. The main conflicts in the Northern Gulf of California seem to take place between social and conservation interests, while the economic and ecological benefits seem to be relatively independent. The next steps towards conflict resolution and ecosystem management should consider the design and operation of MPAs already established in the region.

Copyright © 2008 John Wiley & Sons, Ltd.     

粮豆轮作遥感监测对卫星时空及谱段指标的需求分析

该文面向粮豆轮作遥感监测卫星数据需求,针对最小监测地块、作物类型、时效性的要求,分别对不同空间分辨率影像识别能力、不同波段组合识别能力、最高云覆盖区域晴空获取能力3个方面进行分析,提出了光学遥感卫星理想的空间分辨率要优于0.3 m,光谱设置可以采取基本波段(蓝、绿、红、近红)+红边或者基本波段(蓝、绿、红、近红)+短波谱段2种方式,重访周期要达到3 d以内。在上述指标满足条件下,能够对中国普遍存在的0.3 m宽度田埂进行有效识别,从而达到地块识别的目标;能够利用作物红边、短波谱段特征的差异,对生长中期玉米、大豆进行有效识别,达到粮豆轮作主要作物类型识别的目的;以3 d的重访周期,可以最大限度获取覆盖中国全国区域的晴空有效影像,在数据源获取上保证粮豆轮作业务化作业能力。该研究可为满足中国粮豆轮作等农情遥感监测需求的农业监测卫星研制及相应指标规定提供参考。     

High resolution satellite imaging sensors for precision agriculture

The central concept of precision agriculture is to manage within-field soil and crop growth variability for more efficient use of farming inputs. Remote sensing has been an integral part of precision agriculture since the farming technology started developing in the mid to late 1980s. Various types of remote sensors carried on ground-based platforms, manned aircraft, satellites, and more recently, unmanned aircraft have been used for precision agriculture applications. Original satellite sensors, such as Landsat and SPOT, have commonly been used for agricultural applications over large geographic areas since the 1970s, but they have limited use for precision agriculture because of their relatively coarse spatial resolution and long revisit time. Recent developments in high resolution satellite sensors have significantly narrowed the gap in spatial resolution between satellite imagery and airborne imagery. Since the first high resolution satellite sensor IKONOS was launched in 1999, numerous commercial high resolution satellite sensors have become available. These imaging sensors not only provide images with high spatial resolution, but can also repeatedly view the same target area. The high revisit frequency and fast data turnaround time, combined with their relatively large aerial coverage, make high resolution satellite sensors attractive for many applications, including precision agriculture. This article will provide an overview of commercially available high resolution satellite sensors that have been used or have potential for precision agriculture. The applications of these sensors for precision agriculture are reviewed and application examples based on the studies conducted by the author and his collaborators are provided to illustrate how high resolution satellite imagery has been used for crop identification, crop yield variability mapping and pest management. Some challenges and future directions on the use of high resolution satellite sensors and other types of remote sensors for precision agriculture are discussed.     

利用双通道卷积神经网络的图像超分辨率算法

目的 图像超分辨率算法在实际应用中有着较为广泛的需求和研究。然而传统基于样本的超分辨率算法均使用简单的图像梯度特征表征低分辨率图像块,这些特征难以有效地区分不同的低分辨率图像块。针对此问题,在传统基于样本超分辨率算法的基础上,提出双通道卷积神经网络学习低分辨率与高分辨率图像块相似度进行图像超分辨率的算法。方法 首先利用深度卷积神经网络学习得到有效的低分辨率与高分辨率图像块之间相似性度量,然后根据输入低分辨率图像块与高分辨率图像块字典基元的相似度重构出对应的高分辨率图像块。结果 本文算法在Set5和Set14数据集上放大3倍情况下分别取得了平均峰值信噪比(PSNR)为32.53 dB与29.17 dB的效果。结论 本文算法从低分辨率与高分辨率图像块相似度学习角度解决图像超分辨率问题,可以更好地保持结果图像中的边缘信息,减弱结果中的振铃现象。本文算法可以很好地适用于自然场景图像的超分辨率增强任务。     

最优分割尺度支持下高分遥感影像水土资源信息分类

为提升水土资源信息分类精度,以无人机航拍获取的高分辨率影像为实验对象,提出了最优分割尺度和决策树支持下的对象级影像分类方法。首先,根据影像内部的同质性和异质性,建立了分割质量函数,通过该函数获取了最优分割尺度;然后,提出了基于光谱信息和面积信息的最优分割尺度评价模型对分割结果进行评价;最后,引入决策树规则机制,完成了水土资源信息分类,并与最大似然法分类结果进行对比。研究结果表明:所建立的分割质量函数能准确获取最优分割尺度,有效避免了人工分割带来的主观性,所提方法分类总体精度为86.78%,最大似然分类方法总体精度为77.59%,在分类精度上有较大提升。     

Validation of two models for self‐incompatibility in autotetraploid perennial ryegrass using high resolution melting‐based markers

Perennial ryegrass (Lolium perenne L.) displays a two‐locus gametophytic self‐incompatibility (SI) system that remains intact at the tetraploid level. Two models are plausible for SI in autotetraploids. In Model I: both alleles at the S locus and both at the Z locus in diploid pollen matching the female genotype results in incompatibility. In Model II: only one allele at S and one at Z locus in diploid pollen matching the female results in incompatibility. The goals were to determine which of the models best explains SI in our autotetraploid ryegrass population and to evaluate the efficiency of high‐resolution melting (HRM) genotyping for discriminating different iso‐allelic genotypes. The progeny of a cross between two autotetraploids was characterized with three HRM‐based markers co‐segregating with Z. Segregation ratios were used to make inferences about the mode of action of the SI system. The observed segregation differed significantly (P < 0.001) from the expected under Model I, but not from the expected under Model II (P = 0.463). Thus, Model II explains SI in this population, and HRM is an efficient tool to distinguish different iso‐allelic genotypic classes.     

城市绿地信息提取中的遥感影像阴影校正

建筑物阴影会对城市绿地产生遮蔽,从而影响城市绿化的遥感调查结果。该文利用乌鲁木齐的QuickBird遥感数据,采用面向对象的技术对遥感影像进行阴影检测,并对阴影区域进行灰度补偿,改进了阴影区域的信息,然后采用面向对象的技术对阴影校正后的影像进行绿地信息提取。结果表明:该方法检测高分辨率遥感影像的阴影区域简单易行;通过灰度补偿可以有效地恢复阴影区域的信息,从而提高城市绿化遥感调查的准确性。